From 2968c846cef97ae720d55ec669bb440411dcfee6 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 28 May 2025 09:35:21 +0200 Subject: [PATCH 01/69] Add Soniox STT service --- README.md | 2 +- docs/api/conf.py | 1 + docs/api/requirements.txt | 1 + dot-env.template | 5 +- .../foundational/07za-interruptible-soniox.py | 115 ++++++ .../foundational/13f-soniox-transcription.py | 77 ++++ pyproject.toml | 1 + src/pipecat/services/soniox/__init__.py | 13 + src/pipecat/services/soniox/config.py | 36 ++ src/pipecat/services/soniox/stt.py | 368 ++++++++++++++++++ 10 files changed, 617 insertions(+), 2 deletions(-) create mode 100644 examples/foundational/07za-interruptible-soniox.py create mode 100644 examples/foundational/13f-soniox-transcription.py create mode 100644 src/pipecat/services/soniox/__init__.py create mode 100644 src/pipecat/services/soniox/config.py create mode 100644 src/pipecat/services/soniox/stt.py diff --git a/README.md b/README.md index 3966e8d65..6833cf7c5 100644 --- a/README.md +++ b/README.md @@ -53,7 +53,7 @@ You can connect to Pipecat from any platform using our official SDKs: | Category | Services | | ------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| Speech-to-Text | [AssemblyAI](https://docs.pipecat.ai/server/services/stt/assemblyai), [AWS](https://docs.pipecat.ai/server/services/stt/aws), [Azure](https://docs.pipecat.ai/server/services/stt/azure), [Deepgram](https://docs.pipecat.ai/server/services/stt/deepgram), [Fal Wizper](https://docs.pipecat.ai/server/services/stt/fal), [Gladia](https://docs.pipecat.ai/server/services/stt/gladia), [Google](https://docs.pipecat.ai/server/services/stt/google), [Groq (Whisper)](https://docs.pipecat.ai/server/services/stt/groq), [OpenAI (Whisper)](https://docs.pipecat.ai/server/services/stt/openai), [Parakeet (NVIDIA)](https://docs.pipecat.ai/server/services/stt/parakeet), [Ultravox](https://docs.pipecat.ai/server/services/stt/ultravox), [Whisper](https://docs.pipecat.ai/server/services/stt/whisper) | +| Speech-to-Text | [AssemblyAI](https://docs.pipecat.ai/server/services/stt/assemblyai), [AWS](https://docs.pipecat.ai/server/services/stt/aws), [Azure](https://docs.pipecat.ai/server/services/stt/azure), [Deepgram](https://docs.pipecat.ai/server/services/stt/deepgram), [Fal Wizper](https://docs.pipecat.ai/server/services/stt/fal), [Gladia](https://docs.pipecat.ai/server/services/stt/gladia), [Google](https://docs.pipecat.ai/server/services/stt/google), [Groq (Whisper)](https://docs.pipecat.ai/server/services/stt/groq), [OpenAI (Whisper)](https://docs.pipecat.ai/server/services/stt/openai), [Parakeet (NVIDIA)](https://docs.pipecat.ai/server/services/stt/parakeet), [Soniox](https://docs.pipecat.ai/server/services/stt/soniox), [Ultravox](https://docs.pipecat.ai/server/services/stt/ultravox), [Whisper](https://docs.pipecat.ai/server/services/stt/whisper) | | LLMs | [Anthropic](https://docs.pipecat.ai/server/services/llm/anthropic), [AWS](https://docs.pipecat.ai/server/services/llm/aws), [Azure](https://docs.pipecat.ai/server/services/llm/azure), [Cerebras](https://docs.pipecat.ai/server/services/llm/cerebras), [DeepSeek](https://docs.pipecat.ai/server/services/llm/deepseek), [Fireworks AI](https://docs.pipecat.ai/server/services/llm/fireworks), [Gemini](https://docs.pipecat.ai/server/services/llm/gemini), [Grok](https://docs.pipecat.ai/server/services/llm/grok), [Groq](https://docs.pipecat.ai/server/services/llm/groq), [NVIDIA NIM](https://docs.pipecat.ai/server/services/llm/nim), [Ollama](https://docs.pipecat.ai/server/services/llm/ollama), [OpenAI](https://docs.pipecat.ai/server/services/llm/openai), [OpenRouter](https://docs.pipecat.ai/server/services/llm/openrouter), [Perplexity](https://docs.pipecat.ai/server/services/llm/perplexity), [Qwen](https://docs.pipecat.ai/server/services/llm/qwen), [Together AI](https://docs.pipecat.ai/server/services/llm/together) | | Text-to-Speech | [AWS](https://docs.pipecat.ai/server/services/tts/aws), [Azure](https://docs.pipecat.ai/server/services/tts/azure), [Cartesia](https://docs.pipecat.ai/server/services/tts/cartesia), [Deepgram](https://docs.pipecat.ai/server/services/tts/deepgram), [ElevenLabs](https://docs.pipecat.ai/server/services/tts/elevenlabs), [FastPitch (NVIDIA)](https://docs.pipecat.ai/server/services/tts/fastpitch), [Fish](https://docs.pipecat.ai/server/services/tts/fish), [Google](https://docs.pipecat.ai/server/services/tts/google), [LMNT](https://docs.pipecat.ai/server/services/tts/lmnt), [MiniMax](https://docs.pipecat.ai/server/services/tts/minimax), [Neuphonic](https://docs.pipecat.ai/server/services/tts/neuphonic), [OpenAI](https://docs.pipecat.ai/server/services/tts/openai), [Piper](https://docs.pipecat.ai/server/services/tts/piper), [PlayHT](https://docs.pipecat.ai/server/services/tts/playht), [Rime](https://docs.pipecat.ai/server/services/tts/rime), [Sarvam](https://docs.pipecat.ai/server/services/tts/sarvam), [XTTS](https://docs.pipecat.ai/server/services/tts/xtts) | | Speech-to-Speech | [AWS Nova Sonic](https://docs.pipecat.ai/server/services/s2s/aws), [Gemini Multimodal Live](https://docs.pipecat.ai/server/services/s2s/gemini), [OpenAI Realtime](https://docs.pipecat.ai/server/services/s2s/openai) | diff --git a/docs/api/conf.py b/docs/api/conf.py index a33caa10c..8de9108f8 100644 --- a/docs/api/conf.py +++ b/docs/api/conf.py @@ -75,6 +75,7 @@ autodoc_mock_imports = [ "openpipe", "simli", "soundfile", + "soniox", "pipecat_ai_krisp", "pyaudio", "_tkinter", diff --git a/docs/api/requirements.txt b/docs/api/requirements.txt index a77ff1084..73cda37cc 100644 --- a/docs/api/requirements.txt +++ b/docs/api/requirements.txt @@ -45,6 +45,7 @@ pipecat-ai[remote-smart-turn] pipecat-ai[silero] pipecat-ai[simli] pipecat-ai[soundfile] +pipecat-ai[soniox] pipecat-ai[tavus] pipecat-ai[together] # pipecat-ai[ultravox] # Mocked diff --git a/dot-env.template b/dot-env.template index 20d73b3ad..9d2128355 100644 --- a/dot-env.template +++ b/dot-env.template @@ -107,4 +107,7 @@ MINIMAX_API_KEY=... MINIMAX_GROUP_ID=... # Sarvam AI -SARVAM_API_KEY=... \ No newline at end of file +SARVAM_API_KEY=... + +# Soniox +SONIOX_API_KEY= \ No newline at end of file diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/foundational/07za-interruptible-soniox.py new file mode 100644 index 000000000..f3b3487d7 --- /dev/null +++ b/examples/foundational/07za-interruptible-soniox.py @@ -0,0 +1,115 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import argparse +import os + +from dotenv import load_dotenv +from loguru import logger + +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineParams, PipelineTask +from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext +from pipecat.services.cartesia.tts import CartesiaTTSService +from pipecat.services.openai.llm import OpenAILLMService +from pipecat.services.soniox.config import SonioxInputParams +from pipecat.services.soniox.stt import SonioxSTTService +from pipecat.transcriptions.language import Language +from pipecat.transports.base_transport import TransportParams +from pipecat.transports.network.small_webrtc import SmallWebRTCTransport +from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection + +load_dotenv(override=True) + + +async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace): + logger.info(f"Starting bot") + + transport = SmallWebRTCTransport( + webrtc_connection=webrtc_connection, + params=TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + ) + + stt = SonioxSTTService( + api_key=os.getenv("SONIOX_API_KEY"), + params=SonioxInputParams( + # Add language hints to improve transcription accuracy. Variants are ignored. + # For example "en-GB" will be treated same as "en". + # List of supported languages: https://soniox.com/docs/speech-to-text/core-concepts/supported-languages + language_hints=[Language.EN, Language.ES, Language.JA, Language.ZH], + ), + ) + + tts = CartesiaTTSService( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady + ) + + llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY")) + + messages = [ + { + "role": "system", + "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.", + }, + ] + + context = OpenAILLMContext(messages) + context_aggregator = llm.create_context_aggregator(context) + + pipeline = Pipeline( + [ + transport.input(), # Transport user input + stt, + context_aggregator.user(), # User responses + llm, # LLM + tts, # TTS + transport.output(), # Transport bot output + context_aggregator.assistant(), # Assistant spoken responses + ] + ) + + task = PipelineTask( + pipeline, + params=PipelineParams( + allow_interruptions=True, + enable_metrics=True, + enable_usage_metrics=True, + report_only_initial_ttfb=True, + ), + ) + + @transport.event_handler("on_client_connected") + async def on_client_connected(transport, client): + logger.info(f"Client connected") + # Kick off the conversation. + messages.append({"role": "system", "content": "Please introduce yourself to the user."}) + await task.queue_frames([context_aggregator.user().get_context_frame()]) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + + @transport.event_handler("on_client_closed") + async def on_client_closed(transport, client): + logger.info(f"Client closed connection") + await task.cancel() + + runner = PipelineRunner(handle_sigint=False) + + await runner.run(task) + + +if __name__ == "__main__": + from run import main + + main() diff --git a/examples/foundational/13f-soniox-transcription.py b/examples/foundational/13f-soniox-transcription.py new file mode 100644 index 000000000..6e9d356f3 --- /dev/null +++ b/examples/foundational/13f-soniox-transcription.py @@ -0,0 +1,77 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import argparse +import os + +from dotenv import load_dotenv +from loguru import logger + +from pipecat.frames.frames import Frame, TranscriptionFrame +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineTask +from pipecat.processors.frame_processor import FrameDirection, FrameProcessor +from pipecat.services.soniox.config import SonioxInputParams +from pipecat.services.soniox.stt import SonioxSTTService +from pipecat.transcriptions.language import Language +from pipecat.transports.base_transport import TransportParams +from pipecat.transports.network.small_webrtc import SmallWebRTCTransport +from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection + +load_dotenv(override=True) + + +class TranscriptionLogger(FrameProcessor): + async def process_frame(self, frame: Frame, direction: FrameDirection): + await super().process_frame(frame, direction) + + if isinstance(frame, TranscriptionFrame): + print(f"Transcription: {frame.text}") + + +async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace): + logger.info(f"Starting bot") + + transport = SmallWebRTCTransport( + webrtc_connection=webrtc_connection, + params=TransportParams(audio_in_enabled=True), + ) + + stt = SonioxSTTService( + api_key=os.getenv("SONIOX_API_KEY"), + params=SonioxInputParams( + # Add language hints to improve transcription accuracy. Variants are ignored. + # For example "en-GB" will be treated same as "en". + # List of supported languages: https://soniox.com/docs/speech-to-text/core-concepts/supported-languages + language_hints=[Language.EN, Language.ES, Language.JA, Language.ZH], + ), + ) + + tl = TranscriptionLogger() + + pipeline = Pipeline([transport.input(), stt, tl]) + + task = PipelineTask(pipeline) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + + @transport.event_handler("on_client_closed") + async def on_client_closed(transport, client): + logger.info(f"Client closed connection") + await task.cancel() + + runner = PipelineRunner(handle_sigint=False) + + await runner.run(task) + + +if __name__ == "__main__": + from run import main + + main() diff --git a/pyproject.toml b/pyproject.toml index a2e50906d..a89cee5f8 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -84,6 +84,7 @@ local-smart-turn = [ "coremltools>=8.0", "transformers", "torch==2.5.0", "torcha remote-smart-turn = [] silero = [ "onnxruntime~=1.20.1" ] simli = [ "simli-ai~=0.1.10"] +soniox = [ "websockets~=13.1" ] soundfile = [ "soundfile~=0.13.0" ] tavus=[] together = [] diff --git a/src/pipecat/services/soniox/__init__.py b/src/pipecat/services/soniox/__init__.py new file mode 100644 index 000000000..c74b1c218 --- /dev/null +++ b/src/pipecat/services/soniox/__init__.py @@ -0,0 +1,13 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import sys + +from pipecat.services import DeprecatedModuleProxy + +from .stt import * + +sys.modules[__name__] = DeprecatedModuleProxy(globals(), "soniox", "soniox.stt") diff --git a/src/pipecat/services/soniox/config.py b/src/pipecat/services/soniox/config.py new file mode 100644 index 000000000..862b573f9 --- /dev/null +++ b/src/pipecat/services/soniox/config.py @@ -0,0 +1,36 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +from typing import List, Optional + +from pydantic import BaseModel + +from pipecat.transcriptions.language import Language + + +class SonioxInputParams(BaseModel): + """Real-time transcription settings. + + Attributes: + languages: List of language codes to use for transcription + code_switching: Whether to auto-detect language changes during transcription + """ + + model: str = "stt-rt-preview" + + audio_format: Optional[str] = "pcm_s16le" + num_channels: Optional[int] = 1 + sample_rate: Optional[int] = 16000 + + language_hints: Optional[List[Language]] = None + context: Optional[str] = None + + enable_non_final_tokens: Optional[bool] = True + max_non_final_tokens_duration_ms: Optional[int] = None + + enable_endpoint_detection: Optional[bool] = True + + client_reference_id: Optional[str] = None diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py new file mode 100644 index 000000000..7d45c5a73 --- /dev/null +++ b/src/pipecat/services/soniox/stt.py @@ -0,0 +1,368 @@ +# +# Copyright (c) 2024–2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import asyncio +import json +import time +from typing import AsyncGenerator, List, Optional + +from loguru import logger + +from pipecat.frames.frames import ( + CancelFrame, + EndFrame, + ErrorFrame, + Frame, + InterimTranscriptionFrame, + StartFrame, + TranscriptionFrame, + UserStoppedSpeakingFrame, +) +from pipecat.processors.frame_processor import FrameDirection +from pipecat.services.soniox.config import SonioxInputParams +from pipecat.services.stt_service import STTService +from pipecat.transcriptions.language import Language +from pipecat.utils.time import time_now_iso8601 + +try: + import websockets +except ModuleNotFoundError as e: + logger.error(f"Exception: {e}") + logger.error("In order to use Soniox, you need to `pip install pipecat-ai[soniox]`.") + raise Exception(f"Missing module: {e}") + + +KEEPALIVE_MESSAGE = json.dumps( + { + "type": "keepalive", + } +) + +FINALIZE_MESSAGE = json.dumps( + { + "type": "finalize", + } +) + +END_TOKEN = "" + +FINALIZED_TOKEN = "" + + +def is_end_token(token: dict) -> bool: + return token["text"] == END_TOKEN or token["text"] == FINALIZED_TOKEN + + +def language_to_soniox_language(language: Language) -> str: + """Pipecat Language enum uses same ISO 2-letter codes as Soniox, except with added regional variants. + + For a list of all supported languages, see: https://soniox.com/docs/speech-to-text/core-concepts/supported-languages + """ + lang_str = str(language.value).lower() + if "-" in lang_str: + return lang_str.split("-")[0] + return lang_str + + +def _prepare_language_hints( + language_hints: Optional[List[Language]], +) -> Optional[List[str]]: + if language_hints is None: + return None + + prepared_languages = [language_to_soniox_language(lang) for lang in language_hints] + # Remove duplicates (in case of language_hints with multiple regions) + return list(set(prepared_languages)) + + +class SonioxSTTService(STTService): + """Speech-to-Text service using Soniox's WebSocket API. + + This service connects to Soniox's WebSocket API for real-time transcription + with support for multiple languages, custom context, speaker diarization, + and more. + + For complete API documentation, see: https://soniox.com/docs/speech-to-text/api-reference/websocket-api + """ + + def __init__( + self, + *, + api_key: str, + url: str = "wss://stt-rt.soniox.com/transcribe-websocket", + sample_rate: Optional[int] = None, + params: SonioxInputParams = SonioxInputParams(), + enable_vad: bool = True, + auto_finalize_delay_ms: int | None = 3000, + **kwargs, + ): + """Initialize the Soniox STT service. + + Args: + api_key: Soniox API key + url: Soniox WebSocket API URL + model: Transcription model to use. + params: Additional configuration parameters, such as language hints, context and + speaker diarization. + enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. + auto_finalize_delay: If no new tokens are received for a while and there is active + transcription (only InterimTranscriptionFrame), finalize the transcription by + sending the finalize message so user can receive the final transcript. If set + to `None`, the auto finalize feature is disabled. + **kwargs: Additional arguments passed to the STTService + """ + sample_rate = sample_rate or (params.sample_rate if params.sample_rate else None) + super().__init__(sample_rate=sample_rate, **kwargs) + + self._api_key = api_key + self._url = url + self.set_model_name(params.model) + self._params = params + self._enable_vad = enable_vad + self._auto_finalize_delay_ms = auto_finalize_delay_ms + self._websocket = None + + self._final_transcription_buffer = "" + self._last_tokens_received: float | None = None + + self._receive_task = None + self._keepalive_task = None + self._finalize_if_no_tokens_task = None + + async def start(self, frame: StartFrame): + """Start the Soniox STT websocket connection.""" + await super().start(frame) + if self._websocket: + return + + self._websocket = await websockets.connect(self._url) + + if not self._websocket: + logger.error(f"Unable to connect to Soniox API at {self._url}") + + # Send the initial configuration message + config = { + "api_key": self._api_key, + "model": self._model_name, + "audio_format": self._params.audio_format, + "num_channels": self._params.num_channels or 1, + "enable_endpoint_detection": self._params.enable_endpoint_detection, + "sample_rate": self._sample_rate, + "language_hints": _prepare_language_hints(self._params.language_hints), + "context": self._params.context, + "enable_non_final_tokens": self._params.enable_non_final_tokens, + "max_non_final_tokens_duration_ms": self._params.max_non_final_tokens_duration_ms, + "client_reference_id": self._params.client_reference_id, + } + + # Send the configuration message + await self._websocket.send(json.dumps(config)) + + if self._websocket and not self._receive_task: + self._receive_task = self.create_task(self._receive_task_handler()) + if self._websocket and not self._keepalive_task: + self._keepalive_task = self.create_task(self._keepalive_task_handler()) + if ( + self._websocket + and not self._finalize_if_no_tokens_task + and self._auto_finalize_delay_ms is not None + ): + self._finalize_if_no_tokens_task = self.create_task( + self._finalize_if_no_tokens_task_handler() + ) + + async def _cleanup(self): + if self._keepalive_task: + await self.cancel_task(self._keepalive_task) + self._keepalive_task = None + + if self._websocket: + await self._websocket.close() + self._websocket = None + + if self._receive_task: + await self.wait_for_task(self._receive_task) + self._receive_task = None + + if self._finalize_if_no_tokens_task: + await self.cancel_task(self._finalize_if_no_tokens_task) + self._finalize_if_no_tokens_task = None + + async def stop(self, frame: EndFrame): + """Stop the Soniox STT websocket connection. + + Stopping waits for the server to close the connection as we might receive + additional final tokens after sending the stop recording message. + """ + await super().stop(frame) + await self._send_stop_recording() + + async def cancel(self, frame: CancelFrame): + """Cancel the Soniox STT websocket connection. + + Compared to stop, this method closes the connection immediately without waiting + for the server to close it. This is useful when we want to stop the connection + immediately without waiting for the server to send any final tokens. + """ + await super().cancel(frame) + await self._cleanup() + + async def run_stt(self, audio: bytes) -> AsyncGenerator[Frame, None]: + """Send audio data to Soniox STT Service.""" + await self.start_processing_metrics() + if self._websocket and not self._websocket.closed: + await self._websocket.send(audio) + await self.stop_processing_metrics() + + yield None + + async def process_frame(self, frame: Frame, direction: FrameDirection): + """Processes a frame of audio data, either buffering or transcribing it.""" + await super().process_frame(frame, direction) + + if isinstance(frame, UserStoppedSpeakingFrame) and self._enable_vad: + # Send finalize message to Soniox so we get the final tokens asap. + if self._websocket and not self._websocket.closed: + await self._websocket.send(FINALIZE_MESSAGE) + logger.debug(f"Triggered finalize event on: {frame.name=}, {direction=}") + + async def _send_stop_recording(self): + if self._websocket and not self._websocket.closed: + # Send stop recording message + await self._websocket.send("") + + async def _keepalive_task_handler(self): + """Connection has to be open all the time.""" + try: + while True: + logger.debug("Sending keepalive message") + if self._websocket and not self._websocket.closed: + await self._websocket.send(KEEPALIVE_MESSAGE) + else: + logger.debug("WebSocket connection closed.") + break + await asyncio.sleep(5) + + except websockets.exceptions.ConnectionClosed: + # Expected when closing the connection + logger.debug("WebSocket connection closed, keepalive task stopped.") + except Exception as e: + logger.error(f"{self} error (_keepalive_task_handler): {e}") + await self.push_error(ErrorFrame(f"{self} error (_keepalive_task_handler): {e}")) + + async def _receive_task_handler(self): + if not self._websocket: + return + + # Transcription frame will be only sent after we get the "endpoint" event. + self._final_transcription_buffer = "" + + async def send_endpoint_transcript(): + if self._final_transcription_buffer: + await self.push_frame( + TranscriptionFrame( + self._final_transcription_buffer, + "", + time_now_iso8601(), + ) + ) + self._final_transcription_buffer = "" + + try: + async for message in self._websocket: + content = json.loads(message) + + tokens = content["tokens"] + + if tokens: + # Got at least one token, so we can reset the auto finalize delay + self._last_tokens_received = time.time() + + # We will only send the final tokens after we get the "endpoint" event + non_final_transcription = "" + + for token in tokens: + if token["is_final"]: + if is_end_token(token): + # Found an endpoint, tokens until here will be sent as transcript, + # the rest will be sent as interim tokens (even final tokens). + await send_endpoint_transcript() + else: + self._final_transcription_buffer += token["text"] + else: + non_final_transcription += token["text"] + + if self._final_transcription_buffer or non_final_transcription: + await self.push_frame( + InterimTranscriptionFrame( + # Even final tokens are sent as interim tokens as we want to send + # nicely formatted messages - therefore waiting for the endpoint. + self._final_transcription_buffer + non_final_transcription, + "", + time_now_iso8601(), + ) + ) + + error_code = content.get("error_code") + error_message = content.get("error_message") + if error_code or error_message: + # In case of error, still send the final transcript (if any remaining in the buffer) + await send_endpoint_transcript() + logger.error( + f"{self} error: {error_code} (_receive_task_handler) - {error_message}" + ) + await self.push_error( + ErrorFrame( + f"{self} error: {error_code} (_receive_task_handler) - {error_message}" + ) + ) + + finished = content.get("finished") + if finished: + # When finished, still send the final transcript (if any remaining in the buffer) + await send_endpoint_transcript() + logger.debug("Transcription finished.") + await self._cleanup() + + except websockets.exceptions.ConnectionClosed: + # Expected when closing the connection + pass + except Exception as e: + logger.error(f"{self} error: {e}") + await self.push_error(ErrorFrame(f"{self} error: {e}")) + + async def _finalize_if_no_tokens_task_handler(self): + """Call finalize if no new tokens are received for a configured duration.""" + if not self._websocket or self._websocket.closed or self._auto_finalize_delay_ms is None: + return + + try: + while True: + await asyncio.sleep(0.5) + + if not self._websocket or self._websocket.closed: + break + + # Check if we have anything to send + if not self._final_transcription_buffer: + continue + + # Check if enough time has passed since the last tokens were received + if self._last_tokens_received: + last_token_age_ms = (time.time() - self._last_tokens_received) * 1000 + + if last_token_age_ms > self._auto_finalize_delay_ms: + # No new tokens received for a while, finalize the transcription + logger.debug("No pending frames, sending finalize message") + await self._websocket.send(FINALIZE_MESSAGE) + except websockets.exceptions.ConnectionClosed: + # Expected when closing the connection + pass + except Exception as e: + logger.error(f"{self} error (_finalize_if_no_tokens_task_handler): {e}") + await self.push_error( + ErrorFrame(f"{self} error (_finalize_if_no_tokens_task_handler): {e}") + ) From 95fe7627769e66f79dbcba8b5d0434c04e3728c0 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Thu, 29 May 2025 09:23:37 +0200 Subject: [PATCH 02/69] Fix typo --- src/pipecat/services/soniox/stt.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 7d45c5a73..11ca717bf 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -108,7 +108,7 @@ class SonioxSTTService(STTService): params: Additional configuration parameters, such as language hints, context and speaker diarization. enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. - auto_finalize_delay: If no new tokens are received for a while and there is active + auto_finalize_delay_ms: If no new tokens are received for a while and there is active transcription (only InterimTranscriptionFrame), finalize the transcription by sending the finalize message so user can receive the final transcript. If set to `None`, the auto finalize feature is disabled. From 51b79bd6a1bea2599dd2f40c6fe276853792f193 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Thu, 29 May 2025 10:11:11 +0200 Subject: [PATCH 03/69] Minor code style changes --- src/pipecat/services/soniox/stt.py | 46 ++++++++++++------------------ 1 file changed, 19 insertions(+), 27 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 11ca717bf..891179259 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -35,17 +35,9 @@ except ModuleNotFoundError as e: raise Exception(f"Missing module: {e}") -KEEPALIVE_MESSAGE = json.dumps( - { - "type": "keepalive", - } -) +KEEPALIVE_MESSAGE = '{"type": "keepalive"}' -FINALIZE_MESSAGE = json.dumps( - { - "type": "finalize", - } -) +FINALIZE_MESSAGE = '{"type": "finalize"}' END_TOKEN = "" @@ -74,7 +66,7 @@ def _prepare_language_hints( return None prepared_languages = [language_to_soniox_language(lang) for lang in language_hints] - # Remove duplicates (in case of language_hints with multiple regions) + # Remove duplicates (in case of language_hints with multiple regions). return list(set(prepared_languages)) @@ -96,14 +88,14 @@ class SonioxSTTService(STTService): sample_rate: Optional[int] = None, params: SonioxInputParams = SonioxInputParams(), enable_vad: bool = True, - auto_finalize_delay_ms: int | None = 3000, + auto_finalize_delay_ms: Optional[int] = 3000, **kwargs, ): """Initialize the Soniox STT service. Args: - api_key: Soniox API key - url: Soniox WebSocket API URL + api_key: Soniox API key. + url: Soniox WebSocket API URL. model: Transcription model to use. params: Additional configuration parameters, such as language hints, context and speaker diarization. @@ -112,7 +104,7 @@ class SonioxSTTService(STTService): transcription (only InterimTranscriptionFrame), finalize the transcription by sending the finalize message so user can receive the final transcript. If set to `None`, the auto finalize feature is disabled. - **kwargs: Additional arguments passed to the STTService + **kwargs: Additional arguments passed to the STTService. """ sample_rate = sample_rate or (params.sample_rate if params.sample_rate else None) super().__init__(sample_rate=sample_rate, **kwargs) @@ -126,7 +118,7 @@ class SonioxSTTService(STTService): self._websocket = None self._final_transcription_buffer = "" - self._last_tokens_received: float | None = None + self._last_tokens_received: Optional[float] = None self._receive_task = None self._keepalive_task = None @@ -143,7 +135,7 @@ class SonioxSTTService(STTService): if not self._websocket: logger.error(f"Unable to connect to Soniox API at {self._url}") - # Send the initial configuration message + # Send the initial configuration message. config = { "api_key": self._api_key, "model": self._model_name, @@ -158,7 +150,7 @@ class SonioxSTTService(STTService): "client_reference_id": self._params.client_reference_id, } - # Send the configuration message + # Send the configuration message. await self._websocket.send(json.dumps(config)) if self._websocket and not self._receive_task: @@ -278,10 +270,10 @@ class SonioxSTTService(STTService): tokens = content["tokens"] if tokens: - # Got at least one token, so we can reset the auto finalize delay + # Got at least one token, so we can reset the auto finalize delay. self._last_tokens_received = time.time() - # We will only send the final tokens after we get the "endpoint" event + # We will only send the final tokens after we get the "endpoint" event. non_final_transcription = "" for token in tokens: @@ -309,7 +301,7 @@ class SonioxSTTService(STTService): error_code = content.get("error_code") error_message = content.get("error_message") if error_code or error_message: - # In case of error, still send the final transcript (if any remaining in the buffer) + # In case of error, still send the final transcript (if any remaining in the buffer). await send_endpoint_transcript() logger.error( f"{self} error: {error_code} (_receive_task_handler) - {error_message}" @@ -322,13 +314,13 @@ class SonioxSTTService(STTService): finished = content.get("finished") if finished: - # When finished, still send the final transcript (if any remaining in the buffer) + # When finished, still send the final transcript (if any remaining in the buffer). await send_endpoint_transcript() logger.debug("Transcription finished.") await self._cleanup() except websockets.exceptions.ConnectionClosed: - # Expected when closing the connection + # Expected when closing the connection. pass except Exception as e: logger.error(f"{self} error: {e}") @@ -346,20 +338,20 @@ class SonioxSTTService(STTService): if not self._websocket or self._websocket.closed: break - # Check if we have anything to send + # Check if we have anything to send. if not self._final_transcription_buffer: continue - # Check if enough time has passed since the last tokens were received + # Check if enough time has passed since the last tokens were received. if self._last_tokens_received: last_token_age_ms = (time.time() - self._last_tokens_received) * 1000 if last_token_age_ms > self._auto_finalize_delay_ms: - # No new tokens received for a while, finalize the transcription + # No new tokens received for a while, finalize the transcription. logger.debug("No pending frames, sending finalize message") await self._websocket.send(FINALIZE_MESSAGE) except websockets.exceptions.ConnectionClosed: - # Expected when closing the connection + # Expected when closing the connection. pass except Exception as e: logger.error(f"{self} error (_finalize_if_no_tokens_task_handler): {e}") From db7b60cfe9dfc021298df9d576664ac1623540f4 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Thu, 29 May 2025 13:24:53 +0200 Subject: [PATCH 04/69] Auto finalize fix --- src/pipecat/services/soniox/stt.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 891179259..fbffd9c19 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -349,6 +349,7 @@ class SonioxSTTService(STTService): if last_token_age_ms > self._auto_finalize_delay_ms: # No new tokens received for a while, finalize the transcription. logger.debug("No pending frames, sending finalize message") + self._last_tokens_received = None await self._websocket.send(FINALIZE_MESSAGE) except websockets.exceptions.ConnectionClosed: # Expected when closing the connection. From ee5fea422138d45d8331dc8c9395e84a805e0060 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Thu, 29 May 2025 14:58:35 +0200 Subject: [PATCH 05/69] Fix auto finalization cycle --- src/pipecat/services/soniox/stt.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index fbffd9c19..dd425bcbf 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -45,6 +45,7 @@ FINALIZED_TOKEN = "" def is_end_token(token: dict) -> bool: + """Determine if a token is an end token.""" return token["text"] == END_TOKEN or token["text"] == FINALIZED_TOKEN @@ -270,8 +271,12 @@ class SonioxSTTService(STTService): tokens = content["tokens"] if tokens: - # Got at least one token, so we can reset the auto finalize delay. - self._last_tokens_received = time.time() + if len(tokens) == 1 and tokens[0]["text"] == FINALIZED_TOKEN: + # Ignore finalized token, prevent auto-finalize cycling. + pass + else: + # Got at least one token, so we can reset the auto finalize delay. + self._last_tokens_received = time.time() # We will only send the final tokens after we get the "endpoint" event. non_final_transcription = "" From c54084b7a413dd7b38c099764264a695d9482a9a Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Mon, 23 Jun 2025 14:18:29 +0200 Subject: [PATCH 06/69] Fix deadlock on STT service stop --- src/pipecat/services/soniox/stt.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index dd425bcbf..b119a4265 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -176,14 +176,16 @@ class SonioxSTTService(STTService): await self._websocket.close() self._websocket = None - if self._receive_task: - await self.wait_for_task(self._receive_task) - self._receive_task = None - if self._finalize_if_no_tokens_task: await self.cancel_task(self._finalize_if_no_tokens_task) self._finalize_if_no_tokens_task = None + if self._receive_task: + # Task cannot cancel itself. If task called _cleanup() we expect it to cancel itself. + if self._receive_task != asyncio.current_task(): + await self.wait_for_task(self._receive_task) + self._receive_task = None + async def stop(self, frame: EndFrame): """Stop the Soniox STT websocket connection. @@ -323,6 +325,7 @@ class SonioxSTTService(STTService): await send_endpoint_transcript() logger.debug("Transcription finished.") await self._cleanup() + return except websockets.exceptions.ConnectionClosed: # Expected when closing the connection. From b573f9dab277e0e6233a0a75a4f98012067c4478 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 4 Jul 2025 10:57:53 -0300 Subject: [PATCH 07/69] Removing duplicated code inside Gemini. --- src/pipecat/services/gemini_multimodal_live/gemini.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/src/pipecat/services/gemini_multimodal_live/gemini.py b/src/pipecat/services/gemini_multimodal_live/gemini.py index 152bad215..30bb3c529 100644 --- a/src/pipecat/services/gemini_multimodal_live/gemini.py +++ b/src/pipecat/services/gemini_multimodal_live/gemini.py @@ -572,9 +572,6 @@ class GeminiMultimodalLiveLLMService(LLMService): # Initialize the File API client self.file_api = GeminiFileAPI(api_key=api_key, base_url=file_api_base_url) - # Initialize the File API client - self.file_api = GeminiFileAPI(api_key=api_key, base_url=file_api_base_url) - def can_generate_metrics(self) -> bool: """Check if the service can generate usage metrics. From f9e8748a965fabcf7d6ed9a231d0aef7179f9aae Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Fri, 4 Jul 2025 09:42:16 -0700 Subject: [PATCH 08/69] TwilioFrameSerializer: Handle user hanging up before the serializer --- CHANGELOG.md | 6 ++++++ src/pipecat/serializers/twilio.py | 20 +++++++++++++++++++- 2 files changed, 25 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index eb28247fb..c131b1c82 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Added + +- Added call hang-up error handling in `TwilioFrameSerializer`, which handles + the case where the user has hung up before the `TwilioFrameSerializer` hangs + up the call. + ### Performance - Remove unncessary push task in each `FrameProcessor`. diff --git a/src/pipecat/serializers/twilio.py b/src/pipecat/serializers/twilio.py index 50ca420fa..71ac60da5 100644 --- a/src/pipecat/serializers/twilio.py +++ b/src/pipecat/serializers/twilio.py @@ -185,8 +185,26 @@ class TwilioFrameSerializer(FrameSerializer): async with session.post(endpoint, auth=auth, data=params) as response: if response.status == 200: logger.info(f"Successfully terminated Twilio call {call_sid}") + elif response.status == 404: + # Handle the case where the call has already ended + # Error code 20404: "The requested resource was not found" + # Source: https://www.twilio.com/docs/errors/20404 + try: + error_data = await response.json() + if error_data.get("code") == 20404: + logger.debug(f"Twilio call {call_sid} was already terminated") + return + except: + pass # Fall through to log the raw error + + # Log other 404 errors + error_text = await response.text() + logger.error( + f"Failed to terminate Twilio call {call_sid}: " + f"Status {response.status}, Response: {error_text}" + ) else: - # Get the error details for better debugging + # Log other errors error_text = await response.text() logger.error( f"Failed to terminate Twilio call {call_sid}: " From 1375211610b8182b163eefc09a758f32d70e6ad2 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Fri, 4 Jul 2025 07:42:49 -0700 Subject: [PATCH 09/69] UserIdleProcessor: Account for function calls in progress --- CHANGELOG.md | 7 +++++++ src/pipecat/processors/user_idle_processor.py | 9 +++++++++ 2 files changed, 16 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index c131b1c82..9ffb9f36e 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -13,6 +13,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 the case where the user has hung up before the `TwilioFrameSerializer` hangs up the call. +### Changed + +- The `UserIdleProcessor` now handles the scenario where function calls take + longer than the idle timeout duration. This allows you to use the + `UserIdleProcessor` in conjunction with function calls that take a while to + return a result. + ### Performance - Remove unncessary push task in each `FrameProcessor`. diff --git a/src/pipecat/processors/user_idle_processor.py b/src/pipecat/processors/user_idle_processor.py index e98320b8b..5f6b25b95 100644 --- a/src/pipecat/processors/user_idle_processor.py +++ b/src/pipecat/processors/user_idle_processor.py @@ -15,6 +15,8 @@ from pipecat.frames.frames import ( CancelFrame, EndFrame, Frame, + FunctionCallInProgressFrame, + FunctionCallResultFrame, StartFrame, UserStartedSpeakingFrame, UserStoppedSpeakingFrame, @@ -168,6 +170,13 @@ class UserIdleProcessor(FrameProcessor): self._idle_event.set() elif isinstance(frame, BotSpeakingFrame): self._idle_event.set() + elif isinstance(frame, FunctionCallInProgressFrame): + # Function calls can take longer than the timeout, so we want to prevent idle callbacks + self._interrupted = True + self._idle_event.set() + elif isinstance(frame, FunctionCallResultFrame): + self._interrupted = False + self._idle_event.set() async def cleanup(self) -> None: """Cleans up resources when processor is shutting down.""" From a84e7e30da228fa4f0eefa5e2b2edd8522af1099 Mon Sep 17 00:00:00 2001 From: shahrukhx01 Date: Mon, 7 Jul 2025 07:40:33 +0200 Subject: [PATCH 10/69] WhisperSTTService: Add additional whisper model variants --- src/pipecat/services/whisper/stt.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/pipecat/services/whisper/stt.py b/src/pipecat/services/whisper/stt.py index 559c0a1e1..353f240e2 100644 --- a/src/pipecat/services/whisper/stt.py +++ b/src/pipecat/services/whisper/stt.py @@ -49,8 +49,10 @@ class Model(Enum): Parameters: TINY: Smallest multilingual model, fastest inference. BASE: Basic multilingual model, good speed/quality balance. + SMALL: Small multilingual model, better speed/quality balance than BASE. MEDIUM: Medium-sized multilingual model, better quality. LARGE: Best quality multilingual model, slower inference. + LARGE_V3_TURBO: Fast multilingual model, slightly lower quality than LARGE. DISTIL_LARGE_V2: Fast multilingual distilled model. DISTIL_MEDIUM_EN: Fast English-only distilled model. """ @@ -58,8 +60,10 @@ class Model(Enum): # Multilingual models TINY = "tiny" BASE = "base" + SMALL = "small" MEDIUM = "medium" LARGE = "large-v3" + LARGE_V3_TURBO = "deepdml/faster-whisper-large-v3-turbo-ct2" DISTIL_LARGE_V2 = "Systran/faster-distil-whisper-large-v2" # English-only models From f53f45a6cd36ed659f4cc08d3c7c42c2b91cfd76 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Mon, 7 Jul 2025 15:36:13 -0700 Subject: [PATCH 11/69] TTS services: Add aggregate_sentences arg --- CHANGELOG.md | 7 +++++++ src/pipecat/services/cartesia/tts.py | 4 +++- src/pipecat/services/elevenlabs/tts.py | 4 +++- src/pipecat/services/neuphonic/tts.py | 4 +++- src/pipecat/services/rime/tts.py | 4 +++- 5 files changed, 19 insertions(+), 4 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 9ffb9f36e..64e0b75ad 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Added an `aggregate_sentences` arg in `CartesiaTTSService`, + `ElevenLabsTTSService`, `NeuphonicTTSService` and `RimeTTSService`, where the + default value is True. When `aggregate_sentences` is True, the `TTSService` + aggregates the LLM streamed tokens into sentences by default. Note: setting + the value to False requires a custom processor before the `TTSService` to + aggregate LLM tokens. + - Added call hang-up error handling in `TwilioFrameSerializer`, which handles the case where the user has hung up before the `TwilioFrameSerializer` hangs up the call. diff --git a/src/pipecat/services/cartesia/tts.py b/src/pipecat/services/cartesia/tts.py index 8d88179a5..09c0f0b19 100644 --- a/src/pipecat/services/cartesia/tts.py +++ b/src/pipecat/services/cartesia/tts.py @@ -121,6 +121,7 @@ class CartesiaTTSService(AudioContextWordTTSService): container: str = "raw", params: Optional[InputParams] = None, text_aggregator: Optional[BaseTextAggregator] = None, + aggregate_sentences: Optional[bool] = True, **kwargs, ): """Initialize the Cartesia TTS service. @@ -136,6 +137,7 @@ class CartesiaTTSService(AudioContextWordTTSService): container: Audio container format. params: Additional input parameters for voice customization. text_aggregator: Custom text aggregator for processing input text. + aggregate_sentences: Whether to aggregate sentences within the TTSService. **kwargs: Additional arguments passed to the parent service. """ # Aggregating sentences still gives cleaner-sounding results and fewer @@ -149,7 +151,7 @@ class CartesiaTTSService(AudioContextWordTTSService): # can use those to generate text frames ourselves aligned with the # playout timing of the audio! super().__init__( - aggregate_sentences=True, + aggregate_sentences=aggregate_sentences, push_text_frames=False, pause_frame_processing=True, sample_rate=sample_rate, diff --git a/src/pipecat/services/elevenlabs/tts.py b/src/pipecat/services/elevenlabs/tts.py index 13cb08255..85433bf29 100644 --- a/src/pipecat/services/elevenlabs/tts.py +++ b/src/pipecat/services/elevenlabs/tts.py @@ -238,6 +238,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService): url: str = "wss://api.elevenlabs.io", sample_rate: Optional[int] = None, params: Optional[InputParams] = None, + aggregate_sentences: Optional[bool] = True, **kwargs, ): """Initialize the ElevenLabs TTS service. @@ -249,6 +250,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService): url: WebSocket URL for ElevenLabs TTS API. sample_rate: Audio sample rate. If None, uses default. params: Additional input parameters for voice customization. + aggregate_sentences: Whether to aggregate sentences within the TTSService. **kwargs: Additional arguments passed to the parent service. """ # Aggregating sentences still gives cleaner-sounding results and fewer @@ -266,7 +268,7 @@ class ElevenLabsTTSService(AudioContextWordTTSService): # speaking for a while, so we want the parent class to send TTSStopFrame # after a short period not receiving any audio. super().__init__( - aggregate_sentences=True, + aggregate_sentences=aggregate_sentences, push_text_frames=False, push_stop_frames=True, pause_frame_processing=True, diff --git a/src/pipecat/services/neuphonic/tts.py b/src/pipecat/services/neuphonic/tts.py index 8f795f36c..9ddfdfd6a 100644 --- a/src/pipecat/services/neuphonic/tts.py +++ b/src/pipecat/services/neuphonic/tts.py @@ -110,6 +110,7 @@ class NeuphonicTTSService(InterruptibleTTSService): sample_rate: Optional[int] = 22050, encoding: str = "pcm_linear", params: Optional[InputParams] = None, + aggregate_sentences: Optional[bool] = True, **kwargs, ): """Initialize the Neuphonic TTS service. @@ -121,10 +122,11 @@ class NeuphonicTTSService(InterruptibleTTSService): sample_rate: Audio sample rate in Hz. Defaults to 22050. encoding: Audio encoding format. Defaults to "pcm_linear". params: Additional input parameters for TTS configuration. + aggregate_sentences: Whether to aggregate sentences within the TTSService. **kwargs: Additional arguments passed to parent InterruptibleTTSService. """ super().__init__( - aggregate_sentences=True, + aggregate_sentences=aggregate_sentences, push_text_frames=False, push_stop_frames=True, stop_frame_timeout_s=2.0, diff --git a/src/pipecat/services/rime/tts.py b/src/pipecat/services/rime/tts.py index 663bda28f..829f1ac56 100644 --- a/src/pipecat/services/rime/tts.py +++ b/src/pipecat/services/rime/tts.py @@ -99,6 +99,7 @@ class RimeTTSService(AudioContextWordTTSService): sample_rate: Optional[int] = None, params: Optional[InputParams] = None, text_aggregator: Optional[BaseTextAggregator] = None, + aggregate_sentences: Optional[bool] = True, **kwargs, ): """Initialize Rime TTS service. @@ -111,11 +112,12 @@ class RimeTTSService(AudioContextWordTTSService): sample_rate: Audio sample rate in Hz. params: Additional configuration parameters. text_aggregator: Custom text aggregator for processing input text. + aggregate_sentences: Whether to aggregate sentences within the TTSService. **kwargs: Additional arguments passed to parent class. """ # Initialize with parent class settings for proper frame handling super().__init__( - aggregate_sentences=True, + aggregate_sentences=aggregate_sentences, push_text_frames=False, push_stop_frames=True, pause_frame_processing=True, From faf4026cf461e58013f895276b86680c9327839c Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Thu, 3 Jul 2025 11:12:10 -0700 Subject: [PATCH 12/69] Add device controls to the simple chatbot example --- .../client/javascript/index.html | 7 ++++ .../client/javascript/src/app.js | 37 ++++++++++++++++- .../client/javascript/src/style.css | 41 ++++++++++++++++++- 3 files changed, 81 insertions(+), 4 deletions(-) diff --git a/examples/simple-chatbot/client/javascript/index.html b/examples/simple-chatbot/client/javascript/index.html index d6f4bfcb1..6d3a18db4 100644 --- a/examples/simple-chatbot/client/javascript/index.html +++ b/examples/simple-chatbot/client/javascript/index.html @@ -27,6 +27,13 @@ +
+
+ + +
+
+

Debug Info

diff --git a/examples/simple-chatbot/client/javascript/src/app.js b/examples/simple-chatbot/client/javascript/src/app.js index f858749ed..6f33a015c 100644 --- a/examples/simple-chatbot/client/javascript/src/app.js +++ b/examples/simple-chatbot/client/javascript/src/app.js @@ -28,7 +28,6 @@ class ChatbotClient { // Initialize client state this.rtviClient = null; this.setupDOMElements(); - this.setupEventListeners(); this.initializeClientAndTransport(); } @@ -42,6 +41,7 @@ class ChatbotClient { this.statusSpan = document.getElementById('connection-status'); this.debugLog = document.getElementById('debug-log'); this.botVideoContainer = document.getElementById('bot-video-container'); + this.deviceSelector = document.getElementById('device-selector'); // Create an audio element for bot's voice output this.botAudio = document.createElement('audio'); @@ -56,12 +56,37 @@ class ChatbotClient { setupEventListeners() { this.connectBtn.addEventListener('click', () => this.connect()); this.disconnectBtn.addEventListener('click', () => this.disconnect()); + + // Populate device selector + this.rtviClient.getAllMics().then((mics) => { + console.log('Available mics:', mics); + mics.forEach((device) => { + const option = document.createElement('option'); + option.value = device.deviceId; + option.textContent = device.label || `Microphone ${device.deviceId}`; + this.deviceSelector.appendChild(option); + }); + }); + this.deviceSelector.addEventListener('change', (event) => { + const selectedDeviceId = event.target.value; + console.log('Selected device ID:', selectedDeviceId); + this.rtviClient.updateMic(selectedDeviceId); + }); + + // Handle mic mute/unmute toggle + const micToggleBtn = document.getElementById('mic-toggle-btn'); + + micToggleBtn.addEventListener('click', () => { + let micEnabled = this.rtviClient.isMicEnabled; + micToggleBtn.textContent = micEnabled ? 'Unmute Mic' : 'Mute Mic'; + this.rtviClient.enableMic(!micEnabled); + }); } /** * Set up the RTVI client and Daily transport */ - initializeClientAndTransport() { + async initializeClientAndTransport() { // Initialize the RTVI client with a DailyTransport and our configuration this.rtviClient = new RTVIClient({ transport: new DailyTransport(), @@ -121,14 +146,22 @@ class ChatbotClient { onMessageError: (error) => { console.log('Message error:', error); }, + onMicUpdated: (data) => { + console.log('Mic updated:', data); + this.deviceSelector.value = data.deviceId; + }, onError: (error) => { console.log('Error:', JSON.stringify(error)); }, }, }); + window.client = this; // Expose client globally for debugging // Set up listeners for media track events this.setupTrackListeners(); + + await this.rtviClient.initDevices(); + this.setupEventListeners(); } /** diff --git a/examples/simple-chatbot/client/javascript/src/style.css b/examples/simple-chatbot/client/javascript/src/style.css index a3cb55776..359dfa1a9 100644 --- a/examples/simple-chatbot/client/javascript/src/style.css +++ b/examples/simple-chatbot/client/javascript/src/style.css @@ -10,7 +10,8 @@ body { margin: 0 auto; } -.status-bar { +.status-bar, +.device-bar { display: flex; justify-content: space-between; align-items: center; @@ -20,7 +21,19 @@ body { margin-bottom: 20px; } -.controls button { +.controls, +.device-controls { + display: flex; + align-items: center; + gap: 10px; /* Adds spacing between elements */ +} + +.device-controls { + margin-left: auto; +} + +.controls button, +.device-controls button { padding: 8px 16px; margin-left: 10px; border: none; @@ -28,6 +41,27 @@ body { cursor: pointer; } +#bot-selector, +#device-selector { + padding: 8px 16px; + padding-right: 40px; + border: none; + border-radius: 4px; + background-color: #6c757d; /* Gray background */ + color: white; /* White text */ + cursor: pointer; + appearance: none; /* Removes default browser styling for dropdowns */ + background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 24 24' fill='white'%3E%3Cpath d='M7 10l5 5 5-5z'/%3E%3C/svg%3E"); /* Custom arrow */ + background-repeat: no-repeat; + background-position: right 8px center; /* Position the arrow */ +} + +#bot-selector:focus, +#device-selector:focus { + outline: none; + box-shadow: 0 0 4px rgba(0, 0, 0, 0.3); /* Add a subtle focus effect */ +} + #connect-btn { background-color: #4caf50; color: white; @@ -38,6 +72,9 @@ body { color: white; } +#mic-toggle-btn { +} + button:disabled { opacity: 0.5; cursor: not-allowed; From c4a9fc7f88e1540258d9fb31536d50cfc08f4330 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Thu, 22 May 2025 13:28:54 -0400 Subject: [PATCH 13/69] video-transport typescript formatting --- .../client/typescript/src/app.ts | 406 +++++++++--------- 1 file changed, 214 insertions(+), 192 deletions(-) diff --git a/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts b/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts index 577715373..3330f0257 100644 --- a/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts +++ b/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts @@ -1,217 +1,239 @@ +import { SmallWebRTCTransport } from '@pipecat-ai/small-webrtc-transport'; import { - SmallWebRTCTransport -} from "@pipecat-ai/small-webrtc-transport"; -import {Participant, RTVIClient, RTVIClientOptions, Transport} from "@pipecat-ai/client-js"; + Participant, + RTVIClient, + RTVIClientOptions, + Transport, +} from '@pipecat-ai/client-js'; class WebRTCApp { + private declare connectBtn: HTMLButtonElement; + private declare disconnectBtn: HTMLButtonElement; + private declare muteBtn: HTMLButtonElement; - private declare connectBtn: HTMLButtonElement; - private declare disconnectBtn: HTMLButtonElement; - private declare muteBtn: HTMLButtonElement; + private declare audioInput: HTMLSelectElement; + private declare videoInput: HTMLSelectElement; + private declare audioCodec: HTMLSelectElement; + private declare videoCodec: HTMLSelectElement; - private declare audioInput: HTMLSelectElement; - private declare videoInput: HTMLSelectElement; - private declare audioCodec: HTMLSelectElement; - private declare videoCodec: HTMLSelectElement; + private declare videoElement: HTMLVideoElement; + private declare audioElement: HTMLAudioElement; - private declare videoElement: HTMLVideoElement; - private declare audioElement: HTMLAudioElement; + private debugLog: HTMLElement | null = null; + private statusSpan: HTMLElement | null = null; - private debugLog: HTMLElement | null = null; - private statusSpan: HTMLElement | null = null; + private declare smallWebRTCTransport: SmallWebRTCTransport; + private declare rtviClient: RTVIClient; - private declare smallWebRTCTransport: SmallWebRTCTransport; - private declare rtviClient: RTVIClient; + constructor() { + this.setupDOMElements(); + this.setupDOMEventListeners(); + this.initializeRTVIClient(); + void this.populateDevices(); + } - constructor() { - this.setupDOMElements(); - this.setupDOMEventListeners(); - this.initializeRTVIClient() - void this.populateDevices(); + private initializeRTVIClient(): void { + const transport = new SmallWebRTCTransport(); + const RTVIConfig: RTVIClientOptions = { + params: { + baseUrl: '/api/offer', + }, + transport: transport as Transport, + enableMic: true, + enableCam: true, + callbacks: { + onTransportStateChanged: (state) => { + this.log(`Transport state: ${state}`); + }, + onConnected: () => { + this.onConnectedHandler(); + }, + onBotReady: () => { + this.log('Bot is ready.'); + }, + onDisconnected: () => { + this.onDisconnectedHandler(); + }, + onUserStartedSpeaking: () => { + this.log('User started speaking.'); + }, + onUserStoppedSpeaking: () => { + this.log('User stopped speaking.'); + }, + onBotStartedSpeaking: () => { + this.log('Bot started speaking.'); + }, + onBotStoppedSpeaking: () => { + this.log('Bot stopped speaking.'); + }, + onUserTranscript: (transcript) => { + if (transcript.final) { + this.log(`User transcript: ${transcript.text}`); + } + }, + onBotTranscript: (transcript) => { + this.log(`Bot transcript: ${transcript.text}`); + }, + onTrackStarted: ( + track: MediaStreamTrack, + participant?: Participant + ) => { + if (participant?.local) { + return; + } + this.onBotTrackStarted(track); + }, + onServerMessage: (msg) => { + this.log(`Server message: ${msg}`); + }, + }, + }; + RTVIConfig.customConnectHandler = () => Promise.resolve(); + this.rtviClient = new RTVIClient(RTVIConfig); + this.smallWebRTCTransport = transport; + } + + private setupDOMElements(): void { + this.connectBtn = document.getElementById( + 'connect-btn' + ) as HTMLButtonElement; + this.disconnectBtn = document.getElementById( + 'disconnect-btn' + ) as HTMLButtonElement; + this.muteBtn = document.getElementById('mute-btn') as HTMLButtonElement; + + this.audioInput = document.getElementById( + 'audio-input' + ) as HTMLSelectElement; + this.videoInput = document.getElementById( + 'video-input' + ) as HTMLSelectElement; + this.audioCodec = document.getElementById( + 'audio-codec' + ) as HTMLSelectElement; + this.videoCodec = document.getElementById( + 'video-codec' + ) as HTMLSelectElement; + + this.videoElement = document.getElementById( + 'bot-video' + ) as HTMLVideoElement; + this.audioElement = document.getElementById( + 'bot-audio' + ) as HTMLAudioElement; + + this.debugLog = document.getElementById('debug-log'); + this.statusSpan = document.getElementById('connection-status'); + } + + private setupDOMEventListeners(): void { + this.connectBtn.addEventListener('click', () => this.start()); + this.disconnectBtn.addEventListener('click', () => this.stop()); + this.audioInput.addEventListener('change', (e) => { + // @ts-ignore + let audioDevice = e.target?.value; + this.rtviClient.updateMic(audioDevice); + }); + this.videoInput.addEventListener('change', (e) => { + // @ts-ignore + let videoDevice = e.target?.value; + this.rtviClient.updateCam(videoDevice); + }); + this.muteBtn.addEventListener('click', () => { + let isCamEnabled = this.rtviClient.isCamEnabled; + this.rtviClient.enableCam(!isCamEnabled); + this.muteBtn.textContent = isCamEnabled ? '📵' : '📷'; + }); + } + + private log(message: string): void { + if (!this.debugLog) return; + const entry = document.createElement('div'); + entry.textContent = `${new Date().toISOString()} - ${message}`; + if (message.startsWith('User: ')) { + entry.style.color = '#2196F3'; + } else if (message.startsWith('Bot: ')) { + entry.style.color = '#4CAF50'; } + this.debugLog.appendChild(entry); + this.debugLog.scrollTop = this.debugLog.scrollHeight; + } - private initializeRTVIClient(): void { - const transport = new SmallWebRTCTransport(); - const RTVIConfig: RTVIClientOptions = { - params: { - baseUrl: "/api/offer" - }, - transport: transport as Transport, - enableMic: true, - enableCam: true, - callbacks: { - onTransportStateChanged: (state) => { - this.log(`Transport state: ${state}`) - }, - onConnected: () => { - this.onConnectedHandler() - }, - onBotReady: () => { - this.log("Bot is ready.") - }, - onDisconnected: () => { - this.onDisconnectedHandler() - }, - onUserStartedSpeaking: () => { - this.log("User started speaking.") - }, - onUserStoppedSpeaking: () => { - this.log("User stopped speaking.") - }, - onBotStartedSpeaking: () => { - this.log("Bot started speaking.") - }, - onBotStoppedSpeaking: () => { - this.log("Bot stopped speaking.") - }, - onUserTranscript: (transcript) => { - if (transcript.final) { - this.log(`User transcript: ${transcript.text}`) - } - }, - onBotTranscript: (transcript) => { - this.log(`Bot transcript: ${transcript.text}`) - }, - onTrackStarted: (track: MediaStreamTrack, participant?: Participant) => { - if (participant?.local) { - return - } - this.onBotTrackStarted(track) - }, - onServerMessage: (msg) => { - this.log(`Server message: ${msg}`) - } - }, - } - RTVIConfig.customConnectHandler = () => Promise.resolve(); - this.rtviClient = new RTVIClient(RTVIConfig); - this.smallWebRTCTransport = transport + private clearAllLogs() { + this.debugLog!.innerText = ''; + } + + private updateStatus(status: string): void { + if (this.statusSpan) { + this.statusSpan.textContent = status; } + this.log(`Status: ${status}`); + } - private setupDOMElements(): void { - this.connectBtn = document.getElementById('connect-btn') as HTMLButtonElement; - this.disconnectBtn = document.getElementById('disconnect-btn') as HTMLButtonElement; - this.muteBtn = document.getElementById('mute-btn') as HTMLButtonElement; + private onConnectedHandler() { + this.updateStatus('Connected'); + if (this.connectBtn) this.connectBtn.disabled = true; + if (this.disconnectBtn) this.disconnectBtn.disabled = false; + } - this.audioInput = document.getElementById('audio-input') as HTMLSelectElement; - this.videoInput = document.getElementById('video-input') as HTMLSelectElement; - this.audioCodec = document.getElementById('audio-codec') as HTMLSelectElement; - this.videoCodec = document.getElementById('video-codec') as HTMLSelectElement; + private onDisconnectedHandler() { + this.updateStatus('Disconnected'); + if (this.connectBtn) this.connectBtn.disabled = false; + if (this.disconnectBtn) this.disconnectBtn.disabled = true; + } - this.videoElement = document.getElementById('bot-video') as HTMLVideoElement; - this.audioElement = document.getElementById('bot-audio') as HTMLAudioElement; - - this.debugLog = document.getElementById('debug-log'); - this.statusSpan = document.getElementById('connection-status'); + private onBotTrackStarted(track: MediaStreamTrack) { + if (track.kind === 'video') { + this.videoElement.srcObject = new MediaStream([track]); + } else { + this.audioElement.srcObject = new MediaStream([track]); } + } - private setupDOMEventListeners(): void { - this.connectBtn.addEventListener("click", () => this.start()); - this.disconnectBtn.addEventListener("click", () => this.stop()); - this.audioInput.addEventListener("change", (e) => { - // @ts-ignore - let audioDevice = e.target?.value - this.rtviClient.updateMic(audioDevice) - }) - this.videoInput.addEventListener("change", (e) => { - // @ts-ignore - let videoDevice = e.target?.value - this.rtviClient.updateCam(videoDevice) - }) - this.muteBtn.addEventListener('click', () => { - let isCamEnabled = this.rtviClient.isCamEnabled - this.rtviClient.enableCam(!isCamEnabled) - this.muteBtn.textContent = isCamEnabled ? '📵' : '📷'; - }); + private async populateDevices(): Promise { + const populateSelect = ( + select: HTMLSelectElement, + devices: MediaDeviceInfo[] + ): void => { + let counter = 1; + devices.forEach((device) => { + const option = document.createElement('option'); + option.value = device.deviceId; + option.text = device.label || 'Device #' + counter; + select.appendChild(option); + counter += 1; + }); + }; + try { + const audioDevices = await this.rtviClient.getAllMics(); + populateSelect(this.audioInput, audioDevices); + const videoDevices = await this.rtviClient.getAllCams(); + populateSelect(this.videoInput, videoDevices); + } catch (e) { + alert(e); } + } - private log(message: string): void { - if (!this.debugLog) return; - const entry = document.createElement('div'); - entry.textContent = `${new Date().toISOString()} - ${message}`; - if (message.startsWith('User: ')) { - entry.style.color = '#2196F3'; - } else if (message.startsWith('Bot: ')) { - entry.style.color = '#4CAF50'; - } - this.debugLog.appendChild(entry); - this.debugLog.scrollTop = this.debugLog.scrollHeight; + private async start(): Promise { + this.clearAllLogs(); + + this.connectBtn.disabled = true; + this.updateStatus('Connecting'); + + this.smallWebRTCTransport.setAudioCodec(this.audioCodec.value); + this.smallWebRTCTransport.setVideoCodec(this.videoCodec.value); + try { + await this.rtviClient.connect(); + } catch (e) { + console.log(`Failed to connect ${e}`); + this.stop(); } + } - private clearAllLogs() { - this.debugLog!.innerText = '' - } - - private updateStatus(status: string): void { - if (this.statusSpan) { - this.statusSpan.textContent = status; - } - this.log(`Status: ${status}`); - } - - private onConnectedHandler() { - this.updateStatus('Connected'); - if (this.connectBtn) this.connectBtn.disabled = true; - if (this.disconnectBtn) this.disconnectBtn.disabled = false; - } - - private onDisconnectedHandler() { - this.updateStatus('Disconnected'); - if (this.connectBtn) this.connectBtn.disabled = false; - if (this.disconnectBtn) this.disconnectBtn.disabled = true; - } - - private onBotTrackStarted(track: MediaStreamTrack) { - if (track.kind === 'video') { - this.videoElement.srcObject = new MediaStream([track]); - } else { - this.audioElement.srcObject = new MediaStream([track]); - } - } - - private async populateDevices(): Promise { - const populateSelect = (select: HTMLSelectElement, devices: MediaDeviceInfo[]): void => { - let counter = 1; - devices.forEach((device) => { - const option = document.createElement('option'); - option.value = device.deviceId; - option.text = device.label || ('Device #' + counter); - select.appendChild(option); - counter += 1; - }); - }; - - try { - const audioDevices = await this.rtviClient.getAllMics(); - populateSelect(this.audioInput, audioDevices); - const videoDevices = await this.rtviClient.getAllCams(); - populateSelect(this.videoInput, videoDevices); - } catch (e) { - alert(e); - } - } - - private async start(): Promise { - this.clearAllLogs() - - this.connectBtn.disabled = true; - this.updateStatus("Connecting") - - this.smallWebRTCTransport.setAudioCodec(this.audioCodec.value) - this.smallWebRTCTransport.setVideoCodec(this.videoCodec.value) - try { - await this.rtviClient.connect() - } catch (e) { - console.log(`Failed to connect ${e}`) - this.stop() - } - - } - - private stop(): void { - void this.rtviClient.disconnect() - } + private stop(): void { + void this.rtviClient.disconnect(); + } } // Create the WebRTCConnection instance From 43049c865ce6e6a74b99639909b643ef401f31f4 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Mon, 23 Jun 2025 13:40:01 -0400 Subject: [PATCH 14/69] Add support for new RTVI client message protocol: handling and responding --- src/pipecat/processors/frameworks/rtvi.py | 214 +++++++++++++++++++++- 1 file changed, 213 insertions(+), 1 deletion(-) diff --git a/src/pipecat/processors/frameworks/rtvi.py b/src/pipecat/processors/frameworks/rtvi.py index 06784d0df..fb6f07b85 100644 --- a/src/pipecat/processors/frameworks/rtvi.py +++ b/src/pipecat/processors/frameworks/rtvi.py @@ -13,6 +13,7 @@ and frame observation for the RTVI protocol. import asyncio import base64 +import time from dataclasses import dataclass from typing import ( Any, @@ -44,6 +45,7 @@ from pipecat.frames.frames import ( InterimTranscriptionFrame, LLMFullResponseEndFrame, LLMFullResponseStartFrame, + LLMMessagesAppendFrame, LLMTextFrame, MetricsFrame, StartFrame, @@ -71,6 +73,7 @@ from pipecat.processors.frame_processor import FrameDirection, FrameProcessor from pipecat.services.llm_service import ( FunctionCallParams, # TODO(aleix): we shouldn't import `services` from `processors` ) +from pipecat.services.openai.llm import OpenAIContextAggregatorPair from pipecat.transports.base_input import BaseInputTransport from pipecat.transports.base_output import BaseOutputTransport from pipecat.transports.base_transport import BaseTransport @@ -240,6 +243,66 @@ class RTVIActionFrame(DataFrame): message_id: Optional[str] = None +class RTVIRawClientMessageData(BaseModel): + """Data structure expected from client messages sent to the RTVI server.""" + + t: str + d: Optional[Any] = None + + +class RTVIClientMessage(BaseModel): + """Cleansed data structure for client messages for handling.""" + + msg_id: str + type: str + data: Optional[Any] = None + + +@dataclass +class RTVIClientMessageFrame(SystemFrame): + """A frame for sending messages from the client to the RTVI server. + + This frame is meant for custom messaging from the client to the server + and expects a server-response message. + """ + + msg_id: str + type: str + data: Optional[Any] = None + + +@dataclass +class RTVIServerResponseFrame(SystemFrame): + """A frame for sending messages from the client to the RTVI server. + + This frame is meant for custom messaging from the client to the server + and expects a server-response message. + """ + + client_msg: RTVIClientMessageFrame + data: Optional[Any] = None + error: Optional[str] = None + + +class RTVIRawServerResponseData(BaseModel): + """Data structure for server responses to client messages.""" + + t: str + d: Optional[Any] = None + + +class RTVIServerResponse(BaseModel): + """A response message from the client to the RTVI server. + + This message is used to respond to custom messages sent by the server. + """ + + label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL + type: Literal["server-response"] = "server-response" + id: str + data: RTVIRawServerResponseData + + class RTVIMessage(BaseModel): """Base RTVI message structure. @@ -418,6 +481,18 @@ class RTVILLMFunctionCallMessage(BaseModel): data: RTVILLMFunctionCallMessageData +class RTVIAppendToContextData(BaseModel): + role: Literal["user", "assistant"] | str + content: Any + run_immediately: bool = False + + +class RTVIAppendToContext(BaseModel): + label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL + type: Literal["append-to-context"] = "append-to-context" + data: RTVIAppendToContextData + + class RTVILLMFunctionCallStartMessageData(BaseModel): """Data for LLM function call start notification. @@ -752,6 +827,11 @@ class RTVIObserver(BaseObserver): elif isinstance(frame, RTVIServerMessageFrame): message = RTVIServerMessage(data=frame.data) await self.push_transport_message_urgent(message) + elif isinstance(frame, RTVIServerResponseFrame): + if frame.error is not None: + await self._send_error_response(frame) + else: + await self._send_server_response(frame) if mark_as_seen: self._frames_seen.add(frame.id) @@ -879,6 +959,22 @@ class RTVIObserver(BaseObserver): message = RTVIMetricsMessage(data=metrics) await self.push_transport_message_urgent(message) + async def _send_server_response(self, frame: RTVIServerResponseFrame): + """Send a response to the client for a specific request.""" + message = RTVIServerResponse( + id=str(frame.client_msg.msg_id), + data=RTVIRawServerResponseData(t=frame.client_msg.type, d=frame.data), + ) + await self.push_transport_message_urgent(message) + + async def _send_error_response(self, frame: RTVIServerResponseFrame): + """Send a response to the client for a specific request.""" + if self._params.errors_enabled: + message = RTVIErrorResponse( + id=str(frame.client_msg.msg_id), data=RTVIErrorResponseData(error=frame.error) + ) + await self.push_transport_message_urgent(message) + class RTVIProcessor(FrameProcessor): """Main processor for handling RTVI protocol messages and actions. @@ -921,6 +1017,7 @@ class RTVIProcessor(FrameProcessor): self._register_event_handler("on_bot_started") self._register_event_handler("on_client_ready") + self._register_event_handler("on_client_message") self._input_transport = None self._transport = transport @@ -936,6 +1033,15 @@ class RTVIProcessor(FrameProcessor): Args: action: The action to register. """ + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "The actions API is deprecated, use server and client messages instead.", + DeprecationWarning, + ) + id = self._action_id(action.service, action.action) self._registered_actions[id] = action @@ -945,6 +1051,15 @@ class RTVIProcessor(FrameProcessor): Args: service: The service to register. """ + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "The actions API is deprecated, use server and client messages instead.", + DeprecationWarning, + ) + self._registered_services[service.name] = service async def set_client_ready(self): @@ -970,6 +1085,21 @@ class RTVIProcessor(FrameProcessor): """Send a bot interruption frame upstream.""" await self.push_frame(BotInterruptionFrame(), FrameDirection.UPSTREAM) + async def send_server_message(self, data: Any): + """Send a server message to the client.""" + message = RTVIServerMessage(data=data) + await self._send_server_message(message) + + async def send_server_response(self, client_msg: RTVIClientMessage, data: Any): + """Send a server response for a given client message.""" + message = RTVIServerResponse( + id=client_msg.msg_id, data=RTVIRawServerResponseData(t=client_msg.type, d=data) + ) + await self._send_server_message(message) + + async def send_error_response(self, client_msg: RTVIClientMessage, error: str): + await self._send_error_response(id=client_msg.msg_id, error=error) + async def send_error(self, error: str): """Send an error message to the client. @@ -1148,6 +1278,9 @@ class RTVIProcessor(FrameProcessor): await self._handle_update_config(message.id, update_config) case "disconnect-bot": await self.push_frame(EndTaskFrame(), FrameDirection.UPSTREAM) + case "client-message": + data = RTVIRawClientMessageData.model_validate(message.data) + await self._handle_client_message(message.id, data) case "action": action = RTVIActionRun.model_validate(message.data) action_frame = RTVIActionFrame(message_id=message.id, rtvi_action_run=action) @@ -1155,11 +1288,14 @@ class RTVIProcessor(FrameProcessor): case "llm-function-call-result": data = RTVILLMFunctionCallResultData.model_validate(message.data) await self._handle_function_call_result(data) + case "append-to-context": + data = RTVIAppendToContextData.model_validate(message.data) + await self._handle_update_context(data) case "raw-audio" | "raw-audio-batch": await self._handle_audio_buffer(message.data) case _: - await self._send_error_response(message.id, f"Unsupported type {message.type}") + await self._send_error_response(message.id, f"UNSUPPORTED type {message.type}") except ValidationError as e: await self._send_error_response(message.id, f"Invalid message: {e}") @@ -1201,18 +1337,45 @@ class RTVIProcessor(FrameProcessor): async def _handle_describe_config(self, request_id: str): """Handle a describe-config request.""" + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "Configuration helpers are deprecated. If your application needs this behavior, use custom server and client messages.", + DeprecationWarning, + ) + services = list(self._registered_services.values()) message = RTVIDescribeConfig(id=request_id, data=RTVIDescribeConfigData(config=services)) await self._push_transport_message(message) async def _handle_describe_actions(self, request_id: str): """Handle a describe-actions request.""" + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "The Actions API is deprecated, use custom server and client messages instead.", + DeprecationWarning, + ) + actions = list(self._registered_actions.values()) message = RTVIDescribeActions(id=request_id, data=RTVIDescribeActionsData(actions=actions)) await self._push_transport_message(message) async def _handle_get_config(self, request_id: str): """Handle a get-config request.""" + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "Configuration helpers are deprecated. If your application needs this behavior, use custom server and client messages.", + DeprecationWarning, + ) + message = RTVIConfigResponse(id=request_id, data=self._config) await self._push_transport_message(message) @@ -1230,6 +1393,15 @@ class RTVIProcessor(FrameProcessor): async def _update_service_config(self, config: RTVIServiceConfig): """Update configuration for a specific service.""" + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "Configuration helpers are deprecated. If your application needs this behavior, use custom server and client messages.", + DeprecationWarning, + ) + service = self._registered_services[config.service] for option in config.options: handler = service._options_dict[option.name].handler @@ -1238,6 +1410,15 @@ class RTVIProcessor(FrameProcessor): async def _update_config(self, data: RTVIConfig, interrupt: bool): """Update the RTVI configuration.""" + import warnings + + with warnings.catch_warnings(): + warnings.simplefilter("always") + warnings.warn( + "Configuration helpers are deprecated. If your application needs this behavior, use custom server and client messages.", + DeprecationWarning, + ) + if interrupt: await self.interrupt_bot() for service_config in data.config: @@ -1248,6 +1429,33 @@ class RTVIProcessor(FrameProcessor): await self._update_config(RTVIConfig(config=data.config), data.interrupt) await self._handle_get_config(request_id) + async def _handle_update_context(self, data: RTVIAppendToContextData): + if data.run_immediately: + await self.interrupt_bot() + frame = LLMMessagesAppendFrame( + messages=[{"role": data.role, "content": data.content}], + run_llm=data.run_immediately, + ) + await self.push_frame(frame) + + async def _handle_client_message(self, msg_id: str, data: RTVIRawClientMessageData): + """Handle a client message frame.""" + if not data: + await self._send_error_response(msg_id, "Malformed client message") + return + + # Create a RTVIClientMessageFrame to push the message + frame = RTVIClientMessageFrame(msg_id=msg_id, type=data.t, data=data.d) + await self.push_frame(frame) + await self._call_event_handler( + "on_client_message", + RTVIClientMessage( + msg_id=msg_id, + type=data.t, + data=data.d, + ), + ) + async def _handle_function_call_result(self, data): """Handle a function call result from the client.""" frame = FunctionCallResultFrame( @@ -1284,6 +1492,10 @@ class RTVIProcessor(FrameProcessor): ) await self._push_transport_message(message) + async def _send_server_message(self, message: RTVIServerMessage | RTVIServerResponse): + """Send a message or response to the client.""" + await self._push_transport_message(message) + async def _send_error_frame(self, frame: ErrorFrame): """Send an error frame as an RTVI error message.""" if self._errors_enabled: From dc41ec7cb10415b874308217a23ac236fea8ef7a Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Wed, 11 Jun 2025 12:01:03 -0400 Subject: [PATCH 15/69] Updated all examples with clients to use the new PipecatClient --- .../client/javascript/src/app.js | 69 ++++--- examples/fal-smart-turn/README.md | 2 +- .../fal-smart-turn/client/src/app/layout.tsx | 4 +- .../fal-smart-turn/client/src/app/page.tsx | 12 +- .../client/src/components/ConnectButton.tsx | 19 +- .../client/src/components/DebugDisplay.tsx | 4 +- .../client/src/components/StatusDisplay.tsx | 4 +- .../client/src/providers/PipecatProvider.tsx | 28 +++ .../client/src/providers/RTVIProvider.tsx | 43 ----- examples/fal-smart-turn/server/bot.py | 2 +- examples/freeze-test/client/src/app.ts | 121 +++++++----- .../client/javascript/src/app.ts | 85 ++++----- .../javascript/src/util/instantVoiceHelper.ts | 39 ---- .../news-chatbot/client/javascript/src/app.js | 177 ++++++++---------- .../client/typescript/src/app.ts | 53 +++--- .../client/javascript/src/app.js | 66 +++---- .../simple-chatbot/client/react/src/App.tsx | 18 +- .../react/src/components/ConnectButton.tsx | 12 +- .../react/src/components/DebugDisplay.tsx | 4 +- .../react/src/components/StatusDisplay.tsx | 4 +- .../react/src/providers/PipecatProvider.tsx | 16 ++ .../react/src/providers/RTVIProvider.tsx | 22 --- .../client/typescript/src/app.ts | 78 ++++---- examples/websocket/client/src/app.ts | 86 +++++---- .../client/src/hooks/useConnectionState.ts | 27 ++- .../client/src/pages/_app.tsx | 26 +-- .../client/src/pages/api/connect.ts | 20 +- .../client/src/providers/PipecatProvider.tsx | 43 +++++ .../client/src/providers/RTVIProvider.tsx | 72 ------- .../word-wrangler-gemini-live/server/bot.py | 31 ++- .../server/server.py | 5 +- 31 files changed, 571 insertions(+), 621 deletions(-) create mode 100644 examples/fal-smart-turn/client/src/providers/PipecatProvider.tsx delete mode 100644 examples/fal-smart-turn/client/src/providers/RTVIProvider.tsx delete mode 100644 examples/instant-voice/client/javascript/src/util/instantVoiceHelper.ts create mode 100644 examples/simple-chatbot/client/react/src/providers/PipecatProvider.tsx delete mode 100644 examples/simple-chatbot/client/react/src/providers/RTVIProvider.tsx create mode 100644 examples/word-wrangler-gemini-live/client/src/providers/PipecatProvider.tsx delete mode 100644 examples/word-wrangler-gemini-live/client/src/providers/RTVIProvider.tsx diff --git a/examples/deployment/modal-example/client/javascript/src/app.js b/examples/deployment/modal-example/client/javascript/src/app.js index 32a3bfb12..40289dcad 100644 --- a/examples/deployment/modal-example/client/javascript/src/app.js +++ b/examples/deployment/modal-example/client/javascript/src/app.js @@ -5,7 +5,7 @@ */ /** - * RTVI Client Implementation + * Pipecat Client Implementation * * This client connects to an RTVI-compatible bot server using WebRTC (via Daily). * It handles audio/video streaming and manages the connection lifecycle. @@ -16,7 +16,7 @@ * - Browser with WebRTC support */ -import { RTVIClient, RTVIEvent } from '@pipecat-ai/client-js'; +import { PipecatClient, RTVIEvent } from '@pipecat-ai/client-js'; import { DailyTransport } from '@pipecat-ai/daily-transport'; /** @@ -26,7 +26,7 @@ import { DailyTransport } from '@pipecat-ai/daily-transport'; class ChatbotClient { constructor() { // Initialize client state - this.rtviClient = null; + this.pcClient = null; this.setupDOMElements(); this.initializeClientAndTransport(); this.setupEventListeners(); @@ -59,7 +59,7 @@ class ChatbotClient { this.disconnectBtn.addEventListener('click', () => this.disconnect()); // Populate device selector - this.rtviClient.getAllMics().then((mics) => { + this.pcClient.getAllMics().then((mics) => { console.log('Available mics:', mics); mics.forEach((device) => { const option = document.createElement('option'); @@ -71,16 +71,16 @@ class ChatbotClient { this.deviceSelector.addEventListener('change', (event) => { const selectedDeviceId = event.target.value; console.log('Selected device ID:', selectedDeviceId); - this.rtviClient.updateMic(selectedDeviceId); + this.pcClient.updateMic(selectedDeviceId); }); // Handle mic mute/unmute toggle const micToggleBtn = document.getElementById('mic-toggle-btn'); micToggleBtn.addEventListener('click', () => { - let micEnabled = this.rtviClient.isMicEnabled; + let micEnabled = this.pcClient.isMicEnabled; micToggleBtn.textContent = micEnabled ? 'Unmute Mic' : 'Mute Mic'; - this.rtviClient.enableMic(!micEnabled); + this.pcClient.enableMic(!micEnabled); // Add logic to mute/unmute the mic if (micEnabled) { console.log('Mic muted'); @@ -93,23 +93,12 @@ class ChatbotClient { } /** - * Set up the RTVI client and Daily transport + * Set up the Pipecat client and Daily transport */ async initializeClientAndTransport() { - // Initialize the RTVI client with a DailyTransport and our configuration - this.rtviClient = new RTVIClient({ + // Initialize the Pipecat client with a DailyTransport and our configuration + this.pcClient = new PipecatClient({ transport: new DailyTransport(), - params: { - // REPLACE WITH YOUR MODAL URL ENDPOINT - baseUrl: - 'https://--pipecat-modal-bot-launcher.modal.run', - endpoints: { - connect: '/connect', - }, - requestData: { - bot_name: 'openai', - }, - }, enableMic: true, // Enable microphone for user input enableCam: false, callbacks: { @@ -176,8 +165,8 @@ class ChatbotClient { // Set up listeners for media track events this.setupTrackListeners(); - await this.rtviClient.initDevices(); - window.client = this.rtviClient; + await this.pcClient.initDevices(); + window.client = this.pcClient; } /** @@ -212,10 +201,10 @@ class ChatbotClient { * This is called when the bot is ready or when the transport state changes to ready */ setupMediaTracks() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Get current tracks from the client - const tracks = this.rtviClient.tracks(); + const tracks = this.pcClient.tracks(); // Set up any available bot tracks if (tracks.bot?.audio) { @@ -231,10 +220,10 @@ class ChatbotClient { * This handles new tracks being added during the session */ setupTrackListeners() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { // Only handle non-local (bot) tracks if (!participant?.local) { if (track.kind === 'audio') { @@ -253,7 +242,7 @@ class ChatbotClient { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { if (participant.local) { this.log('Local mic muted'); return; @@ -311,21 +300,27 @@ class ChatbotClient { /** * Initialize and connect to the bot - * This sets up the RTVI client, initializes devices, and establishes the connection + * This sets up the Pipecat client, initializes devices, and establishes the connection */ async connect() { try { const botSelector = document.getElementById('bot-selector'); const selectedBot = botSelector.value; - this.rtviClient.params.requestData.bot_name = selectedBot; // Initialize audio/video devices this.log('Initializing devices...'); - await this.rtviClient.initDevices(); + await this.pcClient.initDevices(); // Connect to the bot this.log(`Connecting to bot: ${selectedBot}`); - await this.rtviClient.connect(); + await this.pcClient.connect({ + // REPLACE WITH YOUR MODAL URL ENDPOINT + endpoint: + 'https://--pipecat-modal-fastapi-app.modal.run/connect', + requestData: { + bot_name: selectedBot, + }, + }); this.log('Connection complete'); } catch (error) { @@ -336,9 +331,9 @@ class ChatbotClient { this.updateStatus('Error'); // Clean up if there's an error - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); } catch (disconnectError) { this.log(`Error during disconnect: ${disconnectError.message}`); } @@ -350,10 +345,10 @@ class ChatbotClient { * Disconnect from the bot and clean up media resources */ async disconnect() { - if (this.rtviClient) { + if (this.pcClient) { try { - // Disconnect the RTVI client - await this.rtviClient.disconnect(); + // Disconnect the Pipecat client + await this.pcClient.disconnect(); // Clean up audio if (this.botAudio.srcObject) { diff --git a/examples/fal-smart-turn/README.md b/examples/fal-smart-turn/README.md index 90347f36e..d8f77092f 100644 --- a/examples/fal-smart-turn/README.md +++ b/examples/fal-smart-turn/README.md @@ -44,7 +44,7 @@ Try the hosted version of the demo here: https://pcc-smart-turn.vercel.app/. 4. Run the server: ```bash - LOCAL=1 python server.py + LOCAL_RUN=1 python server.py ``` ### Run the client diff --git a/examples/fal-smart-turn/client/src/app/layout.tsx b/examples/fal-smart-turn/client/src/app/layout.tsx index 359c61c8f..49e632f96 100644 --- a/examples/fal-smart-turn/client/src/app/layout.tsx +++ b/examples/fal-smart-turn/client/src/app/layout.tsx @@ -1,5 +1,5 @@ import './globals.css'; -import { RTVIProvider } from '@/providers/RTVIProvider'; +import { PipecatProvider } from '@/providers/PipecatProvider'; export const metadata = { title: 'Pipecat React Client', @@ -20,7 +20,7 @@ export default function RootLayout({ - {children} + {children} ); diff --git a/examples/fal-smart-turn/client/src/app/page.tsx b/examples/fal-smart-turn/client/src/app/page.tsx index d4b69f1ab..cd65c32e5 100644 --- a/examples/fal-smart-turn/client/src/app/page.tsx +++ b/examples/fal-smart-turn/client/src/app/page.tsx @@ -1,22 +1,22 @@ 'use client'; import { - RTVIClientAudio, - RTVIClientVideo, - useRTVIClientTransportState, + PipecatClientAudio, + PipecatClientVideo, + usePipecatClientTransportState, } from '@pipecat-ai/client-react'; import { ConnectButton } from '../components/ConnectButton'; import { StatusDisplay } from '../components/StatusDisplay'; import { DebugDisplay } from '../components/DebugDisplay'; function BotVideo() { - const transportState = useRTVIClientTransportState(); + const transportState = usePipecatClientTransportState(); const isConnected = transportState !== 'disconnected'; return (
- {isConnected && } + {isConnected && }
); @@ -35,7 +35,7 @@ export default function Home() {
- + ); } diff --git a/examples/fal-smart-turn/client/src/components/ConnectButton.tsx b/examples/fal-smart-turn/client/src/components/ConnectButton.tsx index 0f6bc1e34..8c16985ab 100644 --- a/examples/fal-smart-turn/client/src/components/ConnectButton.tsx +++ b/examples/fal-smart-turn/client/src/components/ConnectButton.tsx @@ -1,11 +1,17 @@ import { - useRTVIClient, - useRTVIClientTransportState, + usePipecatClient, + usePipecatClientTransportState, } from '@pipecat-ai/client-react'; +// Get the API base URL from environment variables +// Default to "/api" if not specified +// "/api" is the default for Next.js API routes and used +// for the Pipecat Cloud deployed agent +const API_BASE_URL = process.env.NEXT_PUBLIC_API_BASE_URL || '/api'; + export function ConnectButton() { - const client = useRTVIClient(); - const transportState = useRTVIClientTransportState(); + const client = usePipecatClient(); + const transportState = usePipecatClientTransportState(); const isConnected = ['connected', 'ready'].includes(transportState); const handleClick = async () => { @@ -18,7 +24,10 @@ export function ConnectButton() { if (isConnected) { await client.disconnect(); } else { - await client.connect(); + await client.connect({ + endpoint: `${API_BASE_URL}/connect`, + requestData: { foo: 'bar' }, + }); } } catch (error) { console.error('Connection error:', error); diff --git a/examples/fal-smart-turn/client/src/components/DebugDisplay.tsx b/examples/fal-smart-turn/client/src/components/DebugDisplay.tsx index e19a23ab5..6a4aba16c 100644 --- a/examples/fal-smart-turn/client/src/components/DebugDisplay.tsx +++ b/examples/fal-smart-turn/client/src/components/DebugDisplay.tsx @@ -6,7 +6,7 @@ import { TranscriptData, BotLLMTextData, } from '@pipecat-ai/client-js'; -import { useRTVIClient, useRTVIClientEvent } from '@pipecat-ai/client-react'; +import { usePipecatClient, useRTVIClientEvent } from '@pipecat-ai/client-react'; import './DebugDisplay.css'; interface SmartTurnResultData { @@ -20,7 +20,7 @@ interface SmartTurnResultData { export function DebugDisplay() { const debugLogRef = useRef(null); - const client = useRTVIClient(); + const client = usePipecatClient(); const log = useCallback((message: string) => { if (!debugLogRef.current) return; diff --git a/examples/fal-smart-turn/client/src/components/StatusDisplay.tsx b/examples/fal-smart-turn/client/src/components/StatusDisplay.tsx index f024378d9..f7369e8f7 100644 --- a/examples/fal-smart-turn/client/src/components/StatusDisplay.tsx +++ b/examples/fal-smart-turn/client/src/components/StatusDisplay.tsx @@ -1,7 +1,7 @@ -import { useRTVIClientTransportState } from '@pipecat-ai/client-react'; +import { usePipecatClientTransportState } from '@pipecat-ai/client-react'; export function StatusDisplay() { - const transportState = useRTVIClientTransportState(); + const transportState = usePipecatClientTransportState(); return (
diff --git a/examples/fal-smart-turn/client/src/providers/PipecatProvider.tsx b/examples/fal-smart-turn/client/src/providers/PipecatProvider.tsx new file mode 100644 index 000000000..771a78b02 --- /dev/null +++ b/examples/fal-smart-turn/client/src/providers/PipecatProvider.tsx @@ -0,0 +1,28 @@ +'use client'; + +import { PipecatClient } from '@pipecat-ai/client-js'; +import { DailyTransport } from '@pipecat-ai/daily-transport'; +import { PipecatClientProvider } from '@pipecat-ai/client-react'; +import { PropsWithChildren, useEffect, useState } from 'react'; + +export function PipecatProvider({ children }: PropsWithChildren) { + const [client, setClient] = useState(null); + + useEffect(() => { + const pcClient = new PipecatClient({ + transport: new DailyTransport(), + enableMic: true, + enableCam: false, + }); + + setClient(pcClient); + }, []); + + if (!client) { + return null; + } + + return ( + {children} + ); +} diff --git a/examples/fal-smart-turn/client/src/providers/RTVIProvider.tsx b/examples/fal-smart-turn/client/src/providers/RTVIProvider.tsx deleted file mode 100644 index 4dd805d36..000000000 --- a/examples/fal-smart-turn/client/src/providers/RTVIProvider.tsx +++ /dev/null @@ -1,43 +0,0 @@ -'use client'; - -import { RTVIClient } from '@pipecat-ai/client-js'; -import { DailyTransport } from '@pipecat-ai/daily-transport'; -import { RTVIClientProvider } from '@pipecat-ai/client-react'; -import { PropsWithChildren, useEffect, useState } from 'react'; - -// Get the API base URL from environment variables -// Default to "/api" if not specified -// "/api" is the default for Next.js API routes and used -// for the Pipecat Cloud deployed agent -const API_BASE_URL = process.env.NEXT_PUBLIC_API_BASE_URL || '/api'; - -console.log('Using API base URL:', API_BASE_URL); - -export function RTVIProvider({ children }: PropsWithChildren) { - const [client, setClient] = useState(null); - - useEffect(() => { - const transport = new DailyTransport(); - - const rtviClient = new RTVIClient({ - transport, - params: { - baseUrl: API_BASE_URL, - endpoints: { - connect: '/connect', - }, - requestData: { foo: 'bar' }, - }, - enableMic: true, - enableCam: false, - }); - - setClient(rtviClient); - }, []); - - if (!client) { - return null; - } - - return {children}; -} diff --git a/examples/fal-smart-turn/server/bot.py b/examples/fal-smart-turn/server/bot.py index 1b94f3e31..fee3c624f 100644 --- a/examples/fal-smart-turn/server/bot.py +++ b/examples/fal-smart-turn/server/bot.py @@ -45,7 +45,7 @@ from pipecat.transports.services.daily import DailyParams, DailyTransport load_dotenv(override=True) # Check if we're in local development mode -LOCAL = os.getenv("LOCAL") +LOCAL = os.getenv("LOCAL_RUN") logger.remove() logger.add(sys.stderr, level="DEBUG") diff --git a/examples/freeze-test/client/src/app.ts b/examples/freeze-test/client/src/app.ts index 7b565ea71..e5063cd00 100644 --- a/examples/freeze-test/client/src/app.ts +++ b/examples/freeze-test/client/src/app.ts @@ -20,11 +20,10 @@ import { } from '@pipecat-ai/client-js'; import { ProtobufFrameSerializer, - WebSocketTransport -} from "@pipecat-ai/websocket-transport"; + WebSocketTransport, +} from '@pipecat-ai/websocket-transport'; class RecordingSerializer extends ProtobufFrameSerializer { - private lastTimestamp: number | null = null; private recordingAudioToSend: boolean = false; private _recordedAudio: { data: ArrayBuffer; delay: number }[] = []; @@ -40,7 +39,11 @@ class RecordingSerializer extends ProtobufFrameSerializer { } // @ts-ignore - serializeAudio(data: ArrayBuffer, sampleRate: number, numChannels: number): Uint8Array | null { + serializeAudio( + data: ArrayBuffer, + sampleRate: number, + numChannels: number + ): Uint8Array | null { if (this.recordingAudioToSend) { const now = Date.now(); // Compute delay since last packet @@ -55,13 +58,13 @@ class RecordingSerializer extends ProtobufFrameSerializer { } public get recordedAudio() { - return this._recordedAudio + return this._recordedAudio; } } class WebsocketClientApp { - private ENABLE_RECORDING_MODE = false - private RECORDING_TIME_MS = 10000 + private ENABLE_RECORDING_MODE = false; + private RECORDING_TIME_MS = 10000; private rtviClient: RTVIClient | null = null; private connectBtn: HTMLButtonElement | null = null; @@ -71,7 +74,7 @@ class WebsocketClientApp { private botAudio: HTMLAudioElement; private declare websocketTransport: WebSocketTransport; - private sendRecordedAudio: boolean = false + private sendRecordedAudio: boolean = false; private declare recordingSerializer: RecordingSerializer; private playBtn: HTMLButtonElement | null = null; @@ -91,8 +94,12 @@ class WebsocketClientApp { * Set up references to DOM elements and create necessary media elements */ private setupDOMElements(): void { - this.connectBtn = document.getElementById('connect-btn') as HTMLButtonElement; - this.disconnectBtn = document.getElementById('disconnect-btn') as HTMLButtonElement; + this.connectBtn = document.getElementById( + 'connect-btn' + ) as HTMLButtonElement; + this.disconnectBtn = document.getElementById( + 'disconnect-btn' + ) as HTMLButtonElement; this.statusSpan = document.getElementById('connection-status'); this.debugLog = document.getElementById('debug-log'); this.playBtn = document.getElementById('play-btn') as HTMLButtonElement; @@ -105,8 +112,12 @@ class WebsocketClientApp { private setupEventListeners(): void { this.connectBtn?.addEventListener('click', () => this.connect()); this.disconnectBtn?.addEventListener('click', () => this.disconnect()); - this.playBtn?.addEventListener('click', () => this.startSendingRecordedAudio()); - this.stopBtn?.addEventListener('click', () => this.stopSendingRecordedAudio()); + this.playBtn?.addEventListener('click', () => + this.startSendingRecordedAudio() + ); + this.stopBtn?.addEventListener('click', () => + this.stopSendingRecordedAudio() + ); } /** @@ -165,7 +176,9 @@ class WebsocketClientApp { // Listen for tracks stopping this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { - this.log(`Track stopped: ${track.kind} from ${participant?.name || 'unknown'}`); + this.log( + `Track stopped: ${track.kind} from ${participant?.name || 'unknown'}` + ); }); } @@ -175,7 +188,10 @@ class WebsocketClientApp { */ private setupAudioTrack(track: MediaStreamTrack): void { this.log('Setting up audio track'); - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { const oldTrack = this.botAudio.srcObject.getAudioTracks()[0]; if (oldTrack?.id === track.id) return; } @@ -190,27 +206,17 @@ class WebsocketClientApp { try { const startTime = Date.now(); - this.recordingSerializer = new RecordingSerializer() - const transport = this.ENABLE_RECORDING_MODE ? - new WebSocketTransport({ - serializer: this.recordingSerializer, - recorderSampleRate: 8000, - playerSampleRate:8000 - }) : - new WebSocketTransport({ - serializer: new ProtobufFrameSerializer(), - recorderSampleRate: 8000, - playerSampleRate:8000 - }); - this.websocketTransport = transport + this.recordingSerializer = new RecordingSerializer(); + const ws_opts = { + serializer: this.ENABLE_RECORDING_MODE + ? this.recordingSerializer + : new ProtobufFrameSerializer(), + recorderSampleRate: 8000, + playerSampleRate: 8000, + }; const RTVIConfig: RTVIClientOptions = { - transport, - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:7860', - endpoints: { connect: '/connect' }, - }, + transport: new WebSocketTransport(ws_opts), enableMic: true, enableCam: false, callbacks: { @@ -238,27 +244,34 @@ class WebsocketClientApp { onMessageError: (error) => console.error('Message error:', error), onError: (error) => console.error('Error:', error), }, - } + }; this.rtviClient = new RTVIClient(RTVIConfig); + this.websocketTransport = this.rtviClient.transport; this.setupTrackListeners(); this.log('Initializing devices...'); await this.rtviClient.initDevices(); this.log('Connecting to bot...'); - await this.rtviClient.connect(); + await this.rtviClient.connect({ + endpoint: 'http://localhost:7860/connect', + }); const timeTaken = Date.now() - startTime; this.log(`Connection complete, timeTaken: ${timeTaken}`); if (this.ENABLE_RECORDING_MODE) { - this.log(`Starting to recording the next ${(this.RECORDING_TIME_MS/1000)}s of audio`); - this.recordingSerializer.startRecording() - await this.sleep(this.RECORDING_TIME_MS) - this.recordingSerializer.stopRecording() - this.log("Recording stopped"); - this.rtviClient.enableMic(false) - this.startSendingRecordedAudio() + this.log( + `Starting to recording the next ${ + this.RECORDING_TIME_MS / 1000 + }s of audio` + ); + this.recordingSerializer.startRecording(); + await this.sleep(this.RECORDING_TIME_MS); + this.recordingSerializer.stopRecording(); + this.log('Recording stopped'); + this.rtviClient.enableMic(false); + this.startSendingRecordedAudio(); } } catch (error) { this.log(`Error connecting: ${(error as Error).message}`); @@ -280,11 +293,16 @@ class WebsocketClientApp { public async disconnect(): Promise { if (this.rtviClient) { try { - this.stopSendingRecordedAudio() + this.stopSendingRecordedAudio(); await this.rtviClient.disconnect(); this.rtviClient = null; - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { - this.botAudio.srcObject.getAudioTracks().forEach((track) => track.stop()); + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { + this.botAudio.srcObject + .getAudioTracks() + .forEach((track) => track.stop()); this.botAudio.srcObject = null; } } catch (error) { @@ -294,21 +312,21 @@ class WebsocketClientApp { } private startSendingRecordedAudio() { - this.sendRecordedAudio = true + this.sendRecordedAudio = true; if (this.playBtn) this.playBtn.disabled = true; if (this.stopBtn) this.stopBtn.disabled = false; - void this.replayAudio() + void this.replayAudio(); } private stopSendingRecordedAudio() { if (this.stopBtn) this.stopBtn.disabled = true; if (this.playBtn) this.playBtn.disabled = false; - this.sendRecordedAudio = false + this.sendRecordedAudio = false; } private async replayAudio() { if (this.sendRecordedAudio) { - this.log("Sending recorded audio") + this.log('Sending recorded audio'); for (const chunk of this.recordingSerializer.recordedAudio) { await this.sleep(chunk.delay); this.websocketTransport.handleUserAudioStream(chunk.data); @@ -316,14 +334,13 @@ class WebsocketClientApp { const randomDelay = 1000 + Math.random() * (10000 - 500); await this.sleep(randomDelay); - void this.replayAudio() + void this.replayAudio(); } } private sleep(ms: number): Promise { - return new Promise(resolve => setTimeout(resolve, ms)); + return new Promise((resolve) => setTimeout(resolve, ms)); } - } declare global { diff --git a/examples/instant-voice/client/javascript/src/app.ts b/examples/instant-voice/client/javascript/src/app.ts index 6ce1a91b3..7a57f1113 100644 --- a/examples/instant-voice/client/javascript/src/app.ts +++ b/examples/instant-voice/client/javascript/src/app.ts @@ -5,7 +5,7 @@ */ /** - * RTVI Client Implementation + * Pipecat Client Implementation * * This client connects to an RTVI-compatible bot server using WebRTC (via Daily). * It handles audio/video streaming and manages the connection lifecycle. @@ -18,20 +18,22 @@ import { Participant, - RTVIClient, - RTVIClientOptions, + PipecatClient, + PipecatClientOptions, RTVIEvent, } from '@pipecat-ai/client-js'; -import { DailyTransport } from '@pipecat-ai/daily-transport'; +import { + DailyEventCallbacks, + DailyTransport, +} from '@pipecat-ai/daily-transport'; import SoundUtils from './util/soundUtils'; -import { InstantVoiceHelper } from './util/instantVoiceHelper'; /** * InstantVoiceClient handles the connection and media management for a real-time * voice and video interaction with an AI bot. */ class InstantVoiceClient { - private declare rtviClient: RTVIClient; + private declare pcClient: PipecatClient; private connectBtn: HTMLButtonElement | null = null; private disconnectBtn: HTMLButtonElement | null = null; private statusSpan: HTMLElement | null = null; @@ -46,7 +48,7 @@ class InstantVoiceClient { document.body.appendChild(this.botAudio); this.setupDOMElements(); this.setupEventListeners(); - this.initializeRTVIClient(); + this.initializePipecatClient(); } /** @@ -72,16 +74,11 @@ class InstantVoiceClient { this.disconnectBtn?.addEventListener('click', () => this.disconnect()); } - private initializeRTVIClient(): void { - const RTVIConfig: RTVIClientOptions = { + private initializePipecatClient(): void { + const PipecatConfig: PipecatClientOptions = { transport: new DailyTransport({ bufferLocalAudioUntilBotReady: true, }), - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:7860', - endpoints: { connect: '/connect' }, - }, enableMic: true, enableCam: false, callbacks: { @@ -113,30 +110,23 @@ class InstantVoiceClient { onBotTranscript: (data) => this.log(`Bot: ${data.text}`), onMessageError: (error) => console.error('Message error:', error), onError: (error) => console.error('Error:', error), - }, + onAudioBufferingStarted: () => { + SoundUtils.beep(); + this.updateBufferingStatus('Yes'); + this.log( + `onMicCaptureStarted, timeTaken: ${Date.now() - this.startTime}` + ); + }, + onAudioBufferingStopped: () => { + this.updateBufferingStatus('No'); + this.log( + `onMicCaptureStopped, timeTaken: ${Date.now() - this.startTime}` + ); + }, + } as DailyEventCallbacks, }; - this.rtviClient = new RTVIClient(RTVIConfig); - this.rtviClient.registerHelper( - 'transport', - new InstantVoiceHelper({ - callbacks: { - onAudioBufferingStarted: () => { - SoundUtils.beep(); - this.updateBufferingStatus('Yes'); - this.log( - `onMicCaptureStarted, timeTaken: ${Date.now() - this.startTime}` - ); - }, - onAudioBufferingStopped: () => { - this.updateBufferingStatus('No'); - this.log( - `onMicCaptureStopped, timeTaken: ${Date.now() - this.startTime}` - ); - }, - }, - }) - ); + this.pcClient = new PipecatClient(PipecatConfig); this.setupTrackListeners(); } @@ -182,8 +172,8 @@ class InstantVoiceClient { * This is called when the bot is ready or when the transport state changes to ready */ setupMediaTracks() { - if (!this.rtviClient) return; - const tracks = this.rtviClient.tracks(); + if (!this.pcClient) return; + const tracks = this.pcClient.tracks(); if (tracks.bot?.audio) { this.setupAudioTrack(tracks.bot.audio); } @@ -194,10 +184,10 @@ class InstantVoiceClient { * This handles new tracks being added during the session */ setupTrackListeners() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { // Only handle non-local (bot) tracks if (!participant?.local && track.kind === 'audio') { this.setupAudioTrack(track); @@ -205,7 +195,7 @@ class InstantVoiceClient { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { this.log( `Track stopped: ${track.kind} from ${participant?.name || 'unknown'}` ); @@ -230,22 +220,25 @@ class InstantVoiceClient { /** * Initialize and connect to the bot - * This sets up the RTVI client, initializes devices, and establishes the connection + * This sets up the Pipecat client, initializes devices, and establishes the connection */ public async connect(): Promise { try { this.startTime = Date.now(); this.log('Connecting to bot...'); - await this.rtviClient.connect(); + await this.pcClient.connect({ + // The baseURL and endpoint of your bot server that the client will connect to + endpoint: 'http://localhost:7860/connect', + }); } catch (error) { this.log(`Error connecting: ${(error as Error).message}`); this.updateStatus('Error'); this.updateBufferingStatus('No'); // Clean up if there's an error - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); } catch (disconnectError) { this.log(`Error during disconnect: ${disconnectError}`); } @@ -258,7 +251,7 @@ class InstantVoiceClient { */ public async disconnect(): Promise { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); if ( this.botAudio.srcObject && 'getAudioTracks' in this.botAudio.srcObject diff --git a/examples/instant-voice/client/javascript/src/util/instantVoiceHelper.ts b/examples/instant-voice/client/javascript/src/util/instantVoiceHelper.ts deleted file mode 100644 index 2ce3a15ce..000000000 --- a/examples/instant-voice/client/javascript/src/util/instantVoiceHelper.ts +++ /dev/null @@ -1,39 +0,0 @@ -import {RTVIClientHelper, RTVIClientHelperOptions, RTVIMessage} from "@pipecat-ai/client-js"; -import {DailyRTVIMessageType} from '@pipecat-ai/daily-transport'; - -export type InstantVoiceHelperCallbacks = Partial<{ - onAudioBufferingStarted: () => void; - onAudioBufferingStopped: () => void; -}>; - -// --- Interface and class -export interface InstantVoiceHelperOptions extends RTVIClientHelperOptions { - callbacks?: InstantVoiceHelperCallbacks; -} -export class InstantVoiceHelper extends RTVIClientHelper { - - protected declare _options: InstantVoiceHelperOptions; - - constructor(options: InstantVoiceHelperOptions) { - super(options); - } - - handleMessage(rtviMessage: RTVIMessage): void { - switch (rtviMessage.type) { - case DailyRTVIMessageType.AUDIO_BUFFERING_STARTED: - if (this._options.callbacks?.onAudioBufferingStarted) { - this._options.callbacks?.onAudioBufferingStarted() - } - break; - case DailyRTVIMessageType.AUDIO_BUFFERING_STOPPED: - if (this._options.callbacks?.onAudioBufferingStopped) { - this._options.callbacks?.onAudioBufferingStopped() - } - break; - } - } - - getMessageTypes(): string[] { - return [DailyRTVIMessageType.AUDIO_BUFFERING_STARTED, DailyRTVIMessageType.AUDIO_BUFFERING_STOPPED]; - } -} diff --git a/examples/news-chatbot/client/javascript/src/app.js b/examples/news-chatbot/client/javascript/src/app.js index 45c8d9035..493bb695a 100644 --- a/examples/news-chatbot/client/javascript/src/app.js +++ b/examples/news-chatbot/client/javascript/src/app.js @@ -5,7 +5,7 @@ */ /** - * RTVI Client Implementation + * Pipecat Client Implementation * * This client connects to an RTVI-compatible bot server using WebRTC (via Daily). * It handles audio/video streaming and manages the connection lifecycle. @@ -16,78 +16,9 @@ * - Browser with WebRTC support */ -import { - LogLevel, - RTVIClient, - RTVIClientHelper, - RTVIEvent, -} from '@pipecat-ai/client-js'; +import { LogLevel, PipecatClient, RTVIEvent } from '@pipecat-ai/client-js'; import { DailyTransport } from '@pipecat-ai/daily-transport'; -class SearchResponseHelper extends RTVIClientHelper { - constructor(contentPanel) { - super(); - this.contentPanel = contentPanel; - } - - handleMessage(rtviMessage) { - console.log('SearchResponseHelper, received message:', rtviMessage); - if (rtviMessage.data) { - // Clear existing content - this.contentPanel.innerHTML = ''; - - // Create a container for all content - const contentContainer = document.createElement('div'); - contentContainer.className = 'content-container'; - - // Add the search_result - if (rtviMessage.data.search_result) { - const searchResultDiv = document.createElement('div'); - searchResultDiv.className = 'search-result'; - searchResultDiv.textContent = rtviMessage.data.search_result; - contentContainer.appendChild(searchResultDiv); - } - - // Add the sources - if (rtviMessage.data.origins) { - const sourcesDiv = document.createElement('div'); - sourcesDiv.className = 'sources'; - - const sourcesTitle = document.createElement('h3'); - sourcesTitle.className = 'sources-title'; - sourcesTitle.textContent = 'Sources:'; - sourcesDiv.appendChild(sourcesTitle); - - rtviMessage.data.origins.forEach((origin) => { - const sourceLink = document.createElement('a'); - sourceLink.className = 'source-link'; - sourceLink.href = origin.site_uri; - sourceLink.target = '_blank'; - sourceLink.textContent = origin.site_title; - sourcesDiv.appendChild(sourceLink); - }); - - contentContainer.appendChild(sourcesDiv); - } - - // Add the rendered_content in an iframe - if (rtviMessage.data.rendered_content) { - const iframe = document.createElement('iframe'); - iframe.className = 'iframe-container'; - iframe.srcdoc = rtviMessage.data.rendered_content; - contentContainer.appendChild(iframe); - } - - // Append the content container to the content panel - this.contentPanel.appendChild(contentContainer); - } - } - - getMessageTypes() { - return ['bot-llm-search-response']; - } -} - /** * ChatbotClient handles the connection and media management for a real-time * voice and video interaction with an AI bot. @@ -95,7 +26,7 @@ class SearchResponseHelper extends RTVIClientHelper { class ChatbotClient { constructor() { // Initialize client state - this.rtviClient = null; + this.pcClient = null; this.setupDOMElements(); this.setupEventListeners(); } @@ -160,10 +91,10 @@ class ChatbotClient { * This is called when the bot is ready or when the transport state changes to ready */ setupMediaTracks() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Get current tracks from the client - const tracks = this.rtviClient.tracks(); + const tracks = this.pcClient.tracks(); // Set up any available bot tracks if (tracks.bot?.audio) { @@ -176,10 +107,10 @@ class ChatbotClient { * This handles new tracks being added during the session */ setupTrackListeners() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { // Only handle non-local (bot) tracks if (!participant?.local && track.kind === 'audio') { this.setupAudioTrack(track); @@ -187,7 +118,7 @@ class ChatbotClient { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { this.log( `Track stopped event: ${track.kind} from ${ participant?.name || 'unknown' @@ -213,20 +144,13 @@ class ChatbotClient { /** * Initialize and connect to the bot - * This sets up the RTVI client, initializes devices, and establishes the connection + * This sets up the Pipecat client, initializes devices, and establishes the connection */ async connect() { try { - // Initialize the RTVI client with a Daily WebRTC transport and our configuration - this.rtviClient = new RTVIClient({ + // Initialize the Pipecat client with a Daily WebRTC transport and our configuration + this.pcClient = new PipecatClient({ transport: new DailyTransport(), - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:7860', - endpoints: { - connect: '/connect', - }, - }, enableMic: true, // Enable microphone for user input enableCam: false, callbacks: { @@ -251,6 +175,8 @@ class ChatbotClient { this.setupMediaTracks(); } }, + // Handle search response events + onBotLlmSearchResponse: this.handleSearchResponse.bind(this), // Handle bot connection events onBotConnected: (participant) => { this.log(`Bot connected: ${JSON.stringify(participant)}`); @@ -281,22 +207,22 @@ class ChatbotClient { }, }, }); - //this.rtviClient.setLogLevel(LogLevel.DEBUG) - this.rtviClient.registerHelper( - 'llm', - new SearchResponseHelper(this.searchResultContainer) - ); + + //this.pcClient.setLogLevel(LogLevel.DEBUG) // Set up listeners for media track events this.setupTrackListeners(); // Initialize audio devices this.log('Initializing devices...'); - await this.rtviClient.initDevices(); + await this.pcClient.initDevices(); // Connect to the bot this.log('Connecting to bot...'); - await this.rtviClient.connect(); + await this.pcClient.connect({ + // The baseURL and endpoint of your bot server that the client will connect to + endpoint: 'http://localhost:7860/connect', + }); this.log('Connection complete'); } catch (error) { @@ -306,9 +232,9 @@ class ChatbotClient { this.updateStatus('Error'); // Clean up if there's an error - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); } catch (disconnectError) { this.log(`Error during disconnect: ${disconnectError.message}`); } @@ -320,11 +246,11 @@ class ChatbotClient { * Disconnect from the bot and clean up media resources */ async disconnect() { - if (this.rtviClient) { + if (this.pcClient) { try { - // Disconnect the RTVI client - await this.rtviClient.disconnect(); - this.rtviClient = null; + // Disconnect the Pipecat client + await this.pcClient.disconnect(); + this.pcClient = null; // Clean up audio if (this.botAudio.srcObject) { @@ -339,6 +265,57 @@ class ChatbotClient { } } } + + handleSearchResponse(response) { + console.log('SearchResponseHelper, received message:', response); + // Clear existing content + this.searchResultContainer.innerHTML = ''; + + // Create a container for all content + const contentContainer = document.createElement('div'); + contentContainer.className = 'content-container'; + + // Add the search_result + if (response.search_result) { + const searchResultDiv = document.createElement('div'); + searchResultDiv.className = 'search-result'; + searchResultDiv.textContent = response.search_result; + contentContainer.appendChild(searchResultDiv); + } + + // Add the sources + if (response.origins) { + const sourcesDiv = document.createElement('div'); + sourcesDiv.className = 'sources'; + + const sourcesTitle = document.createElement('h3'); + sourcesTitle.className = 'sources-title'; + sourcesTitle.textContent = 'Sources:'; + sourcesDiv.appendChild(sourcesTitle); + + response.origins.forEach((origin) => { + const sourceLink = document.createElement('a'); + sourceLink.className = 'source-link'; + sourceLink.href = origin.site_uri; + sourceLink.target = '_blank'; + sourceLink.textContent = origin.site_title; + sourcesDiv.appendChild(sourceLink); + }); + + contentContainer.appendChild(sourcesDiv); + } + + // Add the rendered_content in an iframe + if (response.rendered_content) { + const iframe = document.createElement('iframe'); + iframe.className = 'iframe-container'; + iframe.srcdoc = response.rendered_content; + contentContainer.appendChild(iframe); + } + + // Append the content container to the content panel + this.searchResultContainer.appendChild(contentContainer); + } } // Initialize the client when the page loads diff --git a/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts b/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts index 3330f0257..c1a9ce35b 100644 --- a/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts +++ b/examples/p2p-webrtc/video-transform/client/typescript/src/app.ts @@ -1,9 +1,11 @@ import { SmallWebRTCTransport } from '@pipecat-ai/small-webrtc-transport'; import { + BotLLMTextData, Participant, - RTVIClient, - RTVIClientOptions, - Transport, + PipecatClient, + PipecatClientOptions, + TranscriptData, + TransportState, } from '@pipecat-ai/client-js'; class WebRTCApp { @@ -23,26 +25,22 @@ class WebRTCApp { private statusSpan: HTMLElement | null = null; private declare smallWebRTCTransport: SmallWebRTCTransport; - private declare rtviClient: RTVIClient; + private declare pcClient: PipecatClient; constructor() { this.setupDOMElements(); this.setupDOMEventListeners(); - this.initializeRTVIClient(); + this.initializePipecatClient(); void this.populateDevices(); } - private initializeRTVIClient(): void { - const transport = new SmallWebRTCTransport(); - const RTVIConfig: RTVIClientOptions = { - params: { - baseUrl: '/api/offer', - }, - transport: transport as Transport, + private initializePipecatClient(): void { + const opts: PipecatClientOptions = { + transport: new SmallWebRTCTransport({ connectionUrl: '/api/offer' }), enableMic: true, enableCam: true, callbacks: { - onTransportStateChanged: (state) => { + onTransportStateChanged: (state: TransportState) => { this.log(`Transport state: ${state}`); }, onConnected: () => { @@ -66,13 +64,13 @@ class WebRTCApp { onBotStoppedSpeaking: () => { this.log('Bot stopped speaking.'); }, - onUserTranscript: (transcript) => { + onUserTranscript: (transcript: TranscriptData) => { if (transcript.final) { this.log(`User transcript: ${transcript.text}`); } }, - onBotTranscript: (transcript) => { - this.log(`Bot transcript: ${transcript.text}`); + onBotTranscript: (data: BotLLMTextData) => { + this.log(`Bot transcript: ${data.text}`); }, onTrackStarted: ( track: MediaStreamTrack, @@ -83,14 +81,13 @@ class WebRTCApp { } this.onBotTrackStarted(track); }, - onServerMessage: (msg) => { + onServerMessage: (msg: unknown) => { this.log(`Server message: ${msg}`); }, }, }; - RTVIConfig.customConnectHandler = () => Promise.resolve(); - this.rtviClient = new RTVIClient(RTVIConfig); - this.smallWebRTCTransport = transport; + this.pcClient = new PipecatClient(opts); + this.smallWebRTCTransport = this.pcClient.transport as SmallWebRTCTransport; } private setupDOMElements(): void { @@ -132,16 +129,16 @@ class WebRTCApp { this.audioInput.addEventListener('change', (e) => { // @ts-ignore let audioDevice = e.target?.value; - this.rtviClient.updateMic(audioDevice); + this.pcClient.updateMic(audioDevice); }); this.videoInput.addEventListener('change', (e) => { // @ts-ignore let videoDevice = e.target?.value; - this.rtviClient.updateCam(videoDevice); + this.pcClient.updateCam(videoDevice); }); this.muteBtn.addEventListener('click', () => { - let isCamEnabled = this.rtviClient.isCamEnabled; - this.rtviClient.enableCam(!isCamEnabled); + let isCamEnabled = this.pcClient.isCamEnabled; + this.pcClient.enableCam(!isCamEnabled); this.muteBtn.textContent = isCamEnabled ? '📵' : '📷'; }); } @@ -206,9 +203,9 @@ class WebRTCApp { }; try { - const audioDevices = await this.rtviClient.getAllMics(); + const audioDevices = await this.pcClient.getAllMics(); populateSelect(this.audioInput, audioDevices); - const videoDevices = await this.rtviClient.getAllCams(); + const videoDevices = await this.pcClient.getAllCams(); populateSelect(this.videoInput, videoDevices); } catch (e) { alert(e); @@ -224,7 +221,7 @@ class WebRTCApp { this.smallWebRTCTransport.setAudioCodec(this.audioCodec.value); this.smallWebRTCTransport.setVideoCodec(this.videoCodec.value); try { - await this.rtviClient.connect(); + await this.pcClient.connect(); } catch (e) { console.log(`Failed to connect ${e}`); this.stop(); @@ -232,7 +229,7 @@ class WebRTCApp { } private stop(): void { - void this.rtviClient.disconnect(); + void this.pcClient.disconnect(); } } diff --git a/examples/simple-chatbot/client/javascript/src/app.js b/examples/simple-chatbot/client/javascript/src/app.js index 6f33a015c..b24af87e2 100644 --- a/examples/simple-chatbot/client/javascript/src/app.js +++ b/examples/simple-chatbot/client/javascript/src/app.js @@ -5,7 +5,7 @@ */ /** - * RTVI Client Implementation + * Pipecat Client Implementation * * This client connects to an RTVI-compatible bot server using WebRTC (via Daily). * It handles audio/video streaming and manages the connection lifecycle. @@ -16,7 +16,7 @@ * - Browser with WebRTC support */ -import { RTVIClient, RTVIEvent } from '@pipecat-ai/client-js'; +import { PipecatClient, RTVIEvent } from '@pipecat-ai/client-js'; import { DailyTransport } from '@pipecat-ai/daily-transport'; /** @@ -26,7 +26,7 @@ import { DailyTransport } from '@pipecat-ai/daily-transport'; class ChatbotClient { constructor() { // Initialize client state - this.rtviClient = null; + this.pcClient = null; this.setupDOMElements(); this.initializeClientAndTransport(); } @@ -54,11 +54,14 @@ class ChatbotClient { * Set up event listeners for connect/disconnect buttons */ setupEventListeners() { - this.connectBtn.addEventListener('click', () => this.connect()); + this.connectBtn.addEventListener('click', () => { + console.log('click'); + this.connect(); + }); this.disconnectBtn.addEventListener('click', () => this.disconnect()); // Populate device selector - this.rtviClient.getAllMics().then((mics) => { + this.pcClient.getAllMics().then((mics) => { console.log('Available mics:', mics); mics.forEach((device) => { const option = document.createElement('option'); @@ -70,33 +73,27 @@ class ChatbotClient { this.deviceSelector.addEventListener('change', (event) => { const selectedDeviceId = event.target.value; console.log('Selected device ID:', selectedDeviceId); - this.rtviClient.updateMic(selectedDeviceId); + this.pcClient.updateMic(selectedDeviceId); }); // Handle mic mute/unmute toggle const micToggleBtn = document.getElementById('mic-toggle-btn'); micToggleBtn.addEventListener('click', () => { - let micEnabled = this.rtviClient.isMicEnabled; + let micEnabled = this.pcClient.isMicEnabled; micToggleBtn.textContent = micEnabled ? 'Unmute Mic' : 'Mute Mic'; - this.rtviClient.enableMic(!micEnabled); + this.pcClient.enableMic(!micEnabled); }); } /** - * Set up the RTVI client and Daily transport + * Set up the Pipecat client and Daily transport */ async initializeClientAndTransport() { - // Initialize the RTVI client with a DailyTransport and our configuration - this.rtviClient = new RTVIClient({ + console.log('Initializing Pipecat client and transport...'); + // Initialize the Pipecat client with a DailyTransport and our configuration + this.pcClient = new PipecatClient({ transport: new DailyTransport(), - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:7860', - endpoints: { - connect: '/connect', - }, - }, enableMic: true, // Enable microphone for user input enableCam: false, callbacks: { @@ -160,7 +157,7 @@ class ChatbotClient { // Set up listeners for media track events this.setupTrackListeners(); - await this.rtviClient.initDevices(); + await this.pcClient.initDevices(); this.setupEventListeners(); } @@ -196,10 +193,10 @@ class ChatbotClient { * This is called when the bot is ready or when the transport state changes to ready */ setupMediaTracks() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Get current tracks from the client - const tracks = this.rtviClient.tracks(); + const tracks = this.pcClient.tracks(); // Set up any available bot tracks if (tracks.bot?.audio) { @@ -215,10 +212,10 @@ class ChatbotClient { * This handles new tracks being added during the session */ setupTrackListeners() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { // Only handle non-local (bot) tracks if (!participant?.local) { if (track.kind === 'audio') { @@ -230,7 +227,7 @@ class ChatbotClient { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { this.log( `Track stopped event: ${track.kind} from ${ participant?.name || 'unknown' @@ -284,17 +281,16 @@ class ChatbotClient { /** * Initialize and connect to the bot - * This sets up the RTVI client, initializes devices, and establishes the connection + * This sets up the Pipecat client, initializes devices, and establishes the connection */ async connect() { try { - // Initialize audio/video devices - this.log('Initializing devices...'); - await this.rtviClient.initDevices(); - // Connect to the bot this.log('Connecting to bot...'); - await this.rtviClient.connect(); + await this.pcClient.connect({ + endpoint: 'http://localhost:7860/connect', + timeout: 25000, + }); this.log('Connection complete'); } catch (error) { @@ -304,9 +300,9 @@ class ChatbotClient { this.updateStatus('Error'); // Clean up if there's an error - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); } catch (disconnectError) { this.log(`Error during disconnect: ${disconnectError.message}`); } @@ -318,10 +314,10 @@ class ChatbotClient { * Disconnect from the bot and clean up media resources */ async disconnect() { - if (this.rtviClient) { + if (this.pcClient) { try { - // Disconnect the RTVI client - await this.rtviClient.disconnect(); + // Disconnect the Pipecat client + await this.pcClient.disconnect(); // Clean up audio if (this.botAudio.srcObject) { diff --git a/examples/simple-chatbot/client/react/src/App.tsx b/examples/simple-chatbot/client/react/src/App.tsx index a1e91c74e..3c625a18c 100644 --- a/examples/simple-chatbot/client/react/src/App.tsx +++ b/examples/simple-chatbot/client/react/src/App.tsx @@ -1,22 +1,22 @@ import { - RTVIClientAudio, - RTVIClientVideo, - useRTVIClientTransportState, + PipecatClientAudio, + PipecatClientVideo, + usePipecatClientTransportState, } from '@pipecat-ai/client-react'; -import { RTVIProvider } from './providers/RTVIProvider'; +import { PipecatProvider } from './providers/PipecatProvider'; import { ConnectButton } from './components/ConnectButton'; import { StatusDisplay } from './components/StatusDisplay'; import { DebugDisplay } from './components/DebugDisplay'; import './App.css'; function BotVideo() { - const transportState = useRTVIClientTransportState(); + const transportState = usePipecatClientTransportState(); const isConnected = transportState !== 'disconnected'; return (
- {isConnected && } + {isConnected && }
); @@ -35,16 +35,16 @@ function AppContent() {
- + ); } function App() { return ( - + - + ); } diff --git a/examples/simple-chatbot/client/react/src/components/ConnectButton.tsx b/examples/simple-chatbot/client/react/src/components/ConnectButton.tsx index 0f6bc1e34..5a330cf56 100644 --- a/examples/simple-chatbot/client/react/src/components/ConnectButton.tsx +++ b/examples/simple-chatbot/client/react/src/components/ConnectButton.tsx @@ -1,16 +1,16 @@ import { - useRTVIClient, - useRTVIClientTransportState, + usePipecatClient, + usePipecatClientTransportState, } from '@pipecat-ai/client-react'; export function ConnectButton() { - const client = useRTVIClient(); - const transportState = useRTVIClientTransportState(); + const client = usePipecatClient(); + const transportState = usePipecatClientTransportState(); const isConnected = ['connected', 'ready'].includes(transportState); const handleClick = async () => { if (!client) { - console.error('RTVI client is not initialized'); + console.error('Pipecat client is not initialized'); return; } @@ -18,7 +18,7 @@ export function ConnectButton() { if (isConnected) { await client.disconnect(); } else { - await client.connect(); + await client.connect({ endpoint: 'http://localhost:7860/connect' }); } } catch (error) { console.error('Connection error:', error); diff --git a/examples/simple-chatbot/client/react/src/components/DebugDisplay.tsx b/examples/simple-chatbot/client/react/src/components/DebugDisplay.tsx index 37e018f23..7d3a8639f 100644 --- a/examples/simple-chatbot/client/react/src/components/DebugDisplay.tsx +++ b/examples/simple-chatbot/client/react/src/components/DebugDisplay.tsx @@ -6,12 +6,12 @@ import { TranscriptData, BotLLMTextData, } from '@pipecat-ai/client-js'; -import { useRTVIClient, useRTVIClientEvent } from '@pipecat-ai/client-react'; +import { usePipecatClient, useRTVIClientEvent } from '@pipecat-ai/client-react'; import './DebugDisplay.css'; export function DebugDisplay() { const debugLogRef = useRef(null); - const client = useRTVIClient(); + const client = usePipecatClient(); const log = useCallback((message: string) => { if (!debugLogRef.current) return; diff --git a/examples/simple-chatbot/client/react/src/components/StatusDisplay.tsx b/examples/simple-chatbot/client/react/src/components/StatusDisplay.tsx index f024378d9..f7369e8f7 100644 --- a/examples/simple-chatbot/client/react/src/components/StatusDisplay.tsx +++ b/examples/simple-chatbot/client/react/src/components/StatusDisplay.tsx @@ -1,7 +1,7 @@ -import { useRTVIClientTransportState } from '@pipecat-ai/client-react'; +import { usePipecatClientTransportState } from '@pipecat-ai/client-react'; export function StatusDisplay() { - const transportState = useRTVIClientTransportState(); + const transportState = usePipecatClientTransportState(); return (
diff --git a/examples/simple-chatbot/client/react/src/providers/PipecatProvider.tsx b/examples/simple-chatbot/client/react/src/providers/PipecatProvider.tsx new file mode 100644 index 000000000..73e1ed5d4 --- /dev/null +++ b/examples/simple-chatbot/client/react/src/providers/PipecatProvider.tsx @@ -0,0 +1,16 @@ +import { type PropsWithChildren } from 'react'; +import { PipecatClient } from '@pipecat-ai/client-js'; +import { DailyTransport } from '@pipecat-ai/daily-transport'; +import { PipecatClientProvider } from '@pipecat-ai/client-react'; + +const client = new PipecatClient({ + transport: new DailyTransport(), + enableMic: true, + enableCam: false, +}); + +export function PipecatProvider({ children }: PropsWithChildren) { + return ( + {children} + ); +} diff --git a/examples/simple-chatbot/client/react/src/providers/RTVIProvider.tsx b/examples/simple-chatbot/client/react/src/providers/RTVIProvider.tsx deleted file mode 100644 index 8c6c6a894..000000000 --- a/examples/simple-chatbot/client/react/src/providers/RTVIProvider.tsx +++ /dev/null @@ -1,22 +0,0 @@ -import { type PropsWithChildren } from 'react'; -import { RTVIClient } from '@pipecat-ai/client-js'; -import { DailyTransport } from '@pipecat-ai/daily-transport'; -import { RTVIClientProvider } from '@pipecat-ai/client-react'; - -const transport = new DailyTransport(); - -const client = new RTVIClient({ - transport, - params: { - baseUrl: 'http://localhost:7860', - endpoints: { - connect: '/connect', - }, - }, - enableMic: true, - enableCam: false, -}); - -export function RTVIProvider({ children }: PropsWithChildren) { - return {children}; -} diff --git a/examples/twilio-chatbot/client/typescript/src/app.ts b/examples/twilio-chatbot/client/typescript/src/app.ts index e52c6ebe3..2bba9026b 100644 --- a/examples/twilio-chatbot/client/typescript/src/app.ts +++ b/examples/twilio-chatbot/client/typescript/src/app.ts @@ -12,12 +12,11 @@ import { import { WebSocketTransport, TwilioSerializer, -} from "@pipecat-ai/websocket-transport"; +} from '@pipecat-ai/websocket-transport'; class WebsocketClientApp { - - private static STREAM_SID = "ws_mock_stream_sid" - private static CALL_SID = "ws_mock_call_sid" + private static STREAM_SID = 'ws_mock_stream_sid'; + private static CALL_SID = 'ws_mock_call_sid'; private rtviClient: RTVIClient | null = null; private connectBtn: HTMLButtonElement | null = null; @@ -38,8 +37,12 @@ class WebsocketClientApp { * Set up references to DOM elements and create necessary media elements */ private setupDOMElements(): void { - this.connectBtn = document.getElementById('connect-btn') as HTMLButtonElement; - this.disconnectBtn = document.getElementById('disconnect-btn') as HTMLButtonElement; + this.connectBtn = document.getElementById( + 'connect-btn' + ) as HTMLButtonElement; + this.disconnectBtn = document.getElementById( + 'disconnect-btn' + ) as HTMLButtonElement; this.statusSpan = document.getElementById('connection-status'); this.debugLog = document.getElementById('debug-log'); } @@ -80,13 +83,23 @@ class WebsocketClientApp { } private async emulateTwilioMessages() { - const connectedMessage={"event": "connected", "protocol": "Call", "version": "1.0.0"} + const connectedMessage = { + event: 'connected', + protocol: 'Call', + version: '1.0.0', + }; - const websocketTransport = this.rtviClient?.transport as WebSocketTransport - void websocketTransport?.sendRawMessage(connectedMessage) + const websocketTransport = this.rtviClient?.transport as WebSocketTransport; + void websocketTransport?.sendRawMessage(connectedMessage); - const startMessage={"event": "start", "start": {"streamSid": WebsocketClientApp.STREAM_SID, "callSid": WebsocketClientApp.CALL_SID}} - void websocketTransport?.sendRawMessage(startMessage) + const startMessage = { + event: 'start', + start: { + streamSid: WebsocketClientApp.STREAM_SID, + callSid: WebsocketClientApp.CALL_SID, + }, + }; + void websocketTransport?.sendRawMessage(startMessage); } /** @@ -118,7 +131,9 @@ class WebsocketClientApp { // Listen for tracks stopping this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { - this.log(`Track stopped: ${track.kind} from ${participant?.name || 'unknown'}`); + this.log( + `Track stopped: ${track.kind} from ${participant?.name || 'unknown'}` + ); }); } @@ -128,7 +143,10 @@ class WebsocketClientApp { */ private setupAudioTrack(track: MediaStreamTrack): void { this.log('Setting up audio track'); - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { const oldTrack = this.botAudio.srcObject.getAudioTracks()[0]; if (oldTrack?.id === track.id) return; } @@ -143,23 +161,19 @@ class WebsocketClientApp { try { const startTime = Date.now(); - const transport = new WebSocketTransport({ + const ws_opts = { serializer: new TwilioSerializer(), recorderSampleRate: 8000, - playerSampleRate: 8000 - }); + playerSampleRate: 8000, + ws_url: 'http://localhost:8765/ws', + }; const RTVIConfig: RTVIClientOptions = { - transport, - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:8765', - endpoints: { connect: '/' }, - }, + transport: new WebSocketTransport(ws_opts), enableMic: true, enableCam: false, callbacks: { onConnected: () => { - this.emulateTwilioMessages() + this.emulateTwilioMessages(); this.updateStatus('Connected'); if (this.connectBtn) this.connectBtn.disabled = true; if (this.disconnectBtn) this.disconnectBtn.disabled = false; @@ -183,13 +197,7 @@ class WebsocketClientApp { onMessageError: (error) => console.error('Message error:', error), onError: (error) => console.error('Error:', error), }, - } - // @ts-ignore - RTVIConfig.customConnectHandler = () => Promise.resolve( - { - ws_url: "/ws", - } - ); + }; this.rtviClient = new RTVIClient(RTVIConfig); this.setupTrackListeners(); @@ -223,8 +231,13 @@ class WebsocketClientApp { try { await this.rtviClient.disconnect(); this.rtviClient = null; - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { - this.botAudio.srcObject.getAudioTracks().forEach((track) => track.stop()); + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { + this.botAudio.srcObject + .getAudioTracks() + .forEach((track) => track.stop()); this.botAudio.srcObject = null; } } catch (error) { @@ -232,7 +245,6 @@ class WebsocketClientApp { } } } - } declare global { diff --git a/examples/websocket/client/src/app.ts b/examples/websocket/client/src/app.ts index f583d353c..2ef11b1db 100644 --- a/examples/websocket/client/src/app.ts +++ b/examples/websocket/client/src/app.ts @@ -5,7 +5,7 @@ */ /** - * RTVI Client Implementation + * Pipecat Client Implementation * * This client connects to an RTVI-compatible bot server using WebSocket. * @@ -14,16 +14,14 @@ */ import { - RTVIClient, - RTVIClientOptions, + PipecatClient, + PipecatClientOptions, RTVIEvent, } from '@pipecat-ai/client-js'; -import { - WebSocketTransport -} from "@pipecat-ai/websocket-transport"; +import { WebSocketTransport } from '@pipecat-ai/websocket-transport'; class WebsocketClientApp { - private rtviClient: RTVIClient | null = null; + private pcClient: PipecatClient | null = null; private connectBtn: HTMLButtonElement | null = null; private disconnectBtn: HTMLButtonElement | null = null; private statusSpan: HTMLElement | null = null; @@ -31,7 +29,7 @@ class WebsocketClientApp { private botAudio: HTMLAudioElement; constructor() { - console.log("WebsocketClientApp"); + console.log('WebsocketClientApp'); this.botAudio = document.createElement('audio'); this.botAudio.autoplay = true; //this.botAudio.playsInline = true; @@ -45,8 +43,12 @@ class WebsocketClientApp { * Set up references to DOM elements and create necessary media elements */ private setupDOMElements(): void { - this.connectBtn = document.getElementById('connect-btn') as HTMLButtonElement; - this.disconnectBtn = document.getElementById('disconnect-btn') as HTMLButtonElement; + this.connectBtn = document.getElementById( + 'connect-btn' + ) as HTMLButtonElement; + this.disconnectBtn = document.getElementById( + 'disconnect-btn' + ) as HTMLButtonElement; this.statusSpan = document.getElementById('connection-status'); this.debugLog = document.getElementById('debug-log'); } @@ -91,8 +93,8 @@ class WebsocketClientApp { * This is called when the bot is ready or when the transport state changes to ready */ setupMediaTracks() { - if (!this.rtviClient) return; - const tracks = this.rtviClient.tracks(); + if (!this.pcClient) return; + const tracks = this.pcClient.tracks(); if (tracks.bot?.audio) { this.setupAudioTrack(tracks.bot.audio); } @@ -103,10 +105,10 @@ class WebsocketClientApp { * This handles new tracks being added during the session */ setupTrackListeners() { - if (!this.rtviClient) return; + if (!this.pcClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { // Only handle non-local (bot) tracks if (!participant?.local && track.kind === 'audio') { this.setupAudioTrack(track); @@ -114,8 +116,10 @@ class WebsocketClientApp { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { - this.log(`Track stopped: ${track.kind} from ${participant?.name || 'unknown'}`); + this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.log( + `Track stopped: ${track.kind} from ${participant?.name || 'unknown'}` + ); }); } @@ -125,7 +129,10 @@ class WebsocketClientApp { */ private setupAudioTrack(track: MediaStreamTrack): void { this.log('Setting up audio track'); - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { const oldTrack = this.botAudio.srcObject.getAudioTracks()[0]; if (oldTrack?.id === track.id) return; } @@ -134,21 +141,15 @@ class WebsocketClientApp { /** * Initialize and connect to the bot - * This sets up the RTVI client, initializes devices, and establishes the connection + * This sets up the Pipecat client, initializes devices, and establishes the connection */ public async connect(): Promise { try { const startTime = Date.now(); //const transport = new DailyTransport(); - const transport = new WebSocketTransport(); - const RTVIConfig: RTVIClientOptions = { - transport, - params: { - // The baseURL and endpoint of your bot server that the client will connect to - baseUrl: 'http://localhost:7860', - endpoints: { connect: '/connect' }, - }, + const PipecatConfig: PipecatClientOptions = { + transport: new WebSocketTransport(), enableMic: true, enableCam: false, callbacks: { @@ -176,15 +177,20 @@ class WebsocketClientApp { onMessageError: (error) => console.error('Message error:', error), onError: (error) => console.error('Error:', error), }, - } - this.rtviClient = new RTVIClient(RTVIConfig); + }; + this.pcClient = new PipecatClient(PipecatConfig); + // @ts-ignore + window.pcClient = this.pcClient; // Expose for debugging this.setupTrackListeners(); this.log('Initializing devices...'); - await this.rtviClient.initDevices(); + await this.pcClient.initDevices(); this.log('Connecting to bot...'); - await this.rtviClient.connect(); + await this.pcClient.connect({ + // The baseURL and endpoint of your bot server that the client will connect to + endpoint: 'http://localhost:7860/connect', + }); const timeTaken = Date.now() - startTime; this.log(`Connection complete, timeTaken: ${timeTaken}`); @@ -192,9 +198,9 @@ class WebsocketClientApp { this.log(`Error connecting: ${(error as Error).message}`); this.updateStatus('Error'); // Clean up if there's an error - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); + await this.pcClient.disconnect(); } catch (disconnectError) { this.log(`Error during disconnect: ${disconnectError}`); } @@ -206,12 +212,17 @@ class WebsocketClientApp { * Disconnect from the bot and clean up media resources */ public async disconnect(): Promise { - if (this.rtviClient) { + if (this.pcClient) { try { - await this.rtviClient.disconnect(); - this.rtviClient = null; - if (this.botAudio.srcObject && "getAudioTracks" in this.botAudio.srcObject) { - this.botAudio.srcObject.getAudioTracks().forEach((track) => track.stop()); + await this.pcClient.disconnect(); + this.pcClient = null; + if ( + this.botAudio.srcObject && + 'getAudioTracks' in this.botAudio.srcObject + ) { + this.botAudio.srcObject + .getAudioTracks() + .forEach((track) => track.stop()); this.botAudio.srcObject = null; } } catch (error) { @@ -219,7 +230,6 @@ class WebsocketClientApp { } } } - } declare global { diff --git a/examples/word-wrangler-gemini-live/client/src/hooks/useConnectionState.ts b/examples/word-wrangler-gemini-live/client/src/hooks/useConnectionState.ts index 22043b31f..e3f5b3212 100644 --- a/examples/word-wrangler-gemini-live/client/src/hooks/useConnectionState.ts +++ b/examples/word-wrangler-gemini-live/client/src/hooks/useConnectionState.ts @@ -1,16 +1,26 @@ import { useEffect, useCallback } from 'react'; import { - useRTVIClient, - useRTVIClientTransportState, + usePipecatClient, + usePipecatClientTransportState, } from '@pipecat-ai/client-react'; import { CONNECTION_STATES } from '@/constants/gameConstants'; +import { useConfigurationSettings } from '@/contexts/Configuration'; + +// Get the API base URL from environment variables +// Default to "/api" if not specified +// "/api" is the default for Next.js API routes and used +// for the Pipecat Cloud deployed agent +const API_BASE_URL = process.env.NEXT_PUBLIC_API_BASE_URL || '/api'; + +console.log('Using API base URL:', API_BASE_URL); export function useConnectionState( onConnected?: () => void, onDisconnected?: () => void ) { - const client = useRTVIClient(); - const transportState = useRTVIClientTransportState(); + const client = usePipecatClient(); + const transportState = usePipecatClientTransportState(); + const config = useConfigurationSettings(); const isConnected = CONNECTION_STATES.ACTIVE.includes(transportState); const isConnecting = CONNECTION_STATES.CONNECTING.includes(transportState); @@ -35,12 +45,17 @@ export function useConnectionState( if (isConnected) { await client.disconnect(); } else { - await client.connect(); + await client.connect({ + endpoint: `${API_BASE_URL}/connect`, + requestData: { + personality: config.personality, + }, + }); } } catch (error) { console.error('Connection error:', error); } - }, [client, isConnected]); + }, [client, config, isConnected]); return { isConnected, diff --git a/examples/word-wrangler-gemini-live/client/src/pages/_app.tsx b/examples/word-wrangler-gemini-live/client/src/pages/_app.tsx index dd6fd6213..bd0ab9c8c 100644 --- a/examples/word-wrangler-gemini-live/client/src/pages/_app.tsx +++ b/examples/word-wrangler-gemini-live/client/src/pages/_app.tsx @@ -1,15 +1,15 @@ -import { ConfigurationProvider } from "@/contexts/Configuration"; -import { RTVIProvider } from "@/providers/RTVIProvider"; -import { RTVIClientAudio } from "@pipecat-ai/client-react"; -import type { AppProps } from "next/app"; -import { Nunito } from "next/font/google"; -import Head from "next/head"; -import "../styles/globals.css"; +import { ConfigurationProvider } from '@/contexts/Configuration'; +import { PipecatProvider } from '@/providers/PipecatProvider'; +import { PipecatClientAudio } from '@pipecat-ai/client-react'; +import type { AppProps } from 'next/app'; +import { Nunito } from 'next/font/google'; +import Head from 'next/head'; +import '../styles/globals.css'; const nunito = Nunito({ - subsets: ["latin"], - display: "swap", - variable: "--font-sans", + subsets: ['latin'], + display: 'swap', + variable: '--font-sans', }); export default function App({ Component, pageProps }: AppProps) { @@ -21,10 +21,10 @@ export default function App({ Component, pageProps }: AppProps) {
- - + + - +
diff --git a/examples/word-wrangler-gemini-live/client/src/pages/api/connect.ts b/examples/word-wrangler-gemini-live/client/src/pages/api/connect.ts index efb2474c8..ac6e70f1d 100644 --- a/examples/word-wrangler-gemini-live/client/src/pages/api/connect.ts +++ b/examples/word-wrangler-gemini-live/client/src/pages/api/connect.ts @@ -1,11 +1,11 @@ -import type { NextApiRequest, NextApiResponse } from "next"; +import type { NextApiRequest, NextApiResponse } from 'next'; export default async function handler( req: NextApiRequest, res: NextApiResponse ) { - if (req.method !== "POST") { - return res.status(405).json({ error: "Method not allowed" }); + if (req.method !== 'POST') { + return res.status(405).json({ error: 'Method not allowed' }); } try { @@ -15,16 +15,16 @@ export default async function handler( if (!personality) { return res .status(400) - .json({ error: "Missing required configuration parameters" }); + .json({ error: 'Missing required configuration parameters' }); } const response = await fetch( `https://api.pipecat.daily.co/v1/public/${process.env.AGENT_NAME}/start`, { - method: "POST", + method: 'POST', headers: { Authorization: `Bearer ${process.env.PIPECAT_CLOUD_API_KEY}`, - "Content-Type": "application/json", + 'Content-Type': 'application/json', }, body: JSON.stringify({ createDailyRoom: true, @@ -37,15 +37,15 @@ export default async function handler( const data = await response.json(); - console.log("Response from API:", JSON.stringify(data, null, 2)); + console.log('Response from API:', JSON.stringify(data, null, 2)); - // Transform the response to match what RTVI client expects + // Transform the response to match what Pipecat client expects return res.status(200).json({ room_url: data.dailyRoom, token: data.dailyToken, }); } catch (error) { - console.error("Error starting agent:", error); - return res.status(500).json({ error: "Failed to start agent" }); + console.error('Error starting agent:', error); + return res.status(500).json({ error: 'Failed to start agent' }); } } diff --git a/examples/word-wrangler-gemini-live/client/src/providers/PipecatProvider.tsx b/examples/word-wrangler-gemini-live/client/src/providers/PipecatProvider.tsx new file mode 100644 index 000000000..20f3ebc07 --- /dev/null +++ b/examples/word-wrangler-gemini-live/client/src/providers/PipecatProvider.tsx @@ -0,0 +1,43 @@ +'use client'; + +import { PipecatClient } from '@pipecat-ai/client-js'; +import { DailyTransport } from '@pipecat-ai/daily-transport'; +import { PipecatClientProvider } from '@pipecat-ai/client-react'; +import { PropsWithChildren, useEffect, useState, useRef } from 'react'; + +export function PipecatProvider({ children }: PropsWithChildren) { + const [client, setClient] = useState(null); + const clientCreated = useRef(false); + + useEffect(() => { + // Only create the client once + if (clientCreated.current) return; + + const pcClient = new PipecatClient({ + transport: new DailyTransport(), + enableMic: true, + enableCam: false, + }); + + setClient(pcClient); + clientCreated.current = true; + + // Cleanup when component unmounts + return () => { + if (pcClient) { + pcClient.disconnect().catch((err) => { + console.error('Error disconnecting client:', err); + }); + } + clientCreated.current = false; + }; + }, []); + + if (!client) { + return null; + } + + return ( + {children} + ); +} diff --git a/examples/word-wrangler-gemini-live/client/src/providers/RTVIProvider.tsx b/examples/word-wrangler-gemini-live/client/src/providers/RTVIProvider.tsx deleted file mode 100644 index 8be3d8308..000000000 --- a/examples/word-wrangler-gemini-live/client/src/providers/RTVIProvider.tsx +++ /dev/null @@ -1,72 +0,0 @@ -"use client"; - -import { RTVIClient } from "@pipecat-ai/client-js"; -import { DailyTransport } from "@pipecat-ai/daily-transport"; -import { RTVIClientProvider } from "@pipecat-ai/client-react"; -import { PropsWithChildren, useEffect, useState, useRef } from "react"; -import { useConfigurationSettings } from "@/contexts/Configuration"; - -// Get the API base URL from environment variables -// Default to "/api" if not specified -// "/api" is the default for Next.js API routes and used -// for the Pipecat Cloud deployed agent -const API_BASE_URL = process.env.NEXT_PUBLIC_API_BASE_URL || "/api"; - -console.log("Using API base URL:", API_BASE_URL); - -export function RTVIProvider({ children }: PropsWithChildren) { - const [client, setClient] = useState(null); - const config = useConfigurationSettings(); - const clientCreated = useRef(false); - - useEffect(() => { - // Only create the client once - if (clientCreated.current) return; - - const transport = new DailyTransport(); - - const rtviClient = new RTVIClient({ - transport, - params: { - baseUrl: API_BASE_URL, - endpoints: { - connect: "/connect", - }, - requestData: { - personality: config.personality, - }, - }, - enableMic: true, - enableCam: false, - }); - - setClient(rtviClient); - clientCreated.current = true; - - // Cleanup when component unmounts - return () => { - if (rtviClient) { - rtviClient.disconnect().catch((err) => { - console.error("Error disconnecting client:", err); - }); - } - clientCreated.current = false; - }; - }, []); - - // Update the connectParams when config changes - useEffect(() => { - if (!client) return; - - // Update the connect params without recreating the client - client.params.requestData = { - personality: config.personality, - }; - }, [client, config.personality]); - - if (!client) { - return null; - } - - return {children}; -} diff --git a/examples/word-wrangler-gemini-live/server/bot.py b/examples/word-wrangler-gemini-live/server/bot.py index f5086a5c1..63cf187a7 100644 --- a/examples/word-wrangler-gemini-live/server/bot.py +++ b/examples/word-wrangler-gemini-live/server/bot.py @@ -4,6 +4,7 @@ # SPDX-License-Identifier: BSD 2-Clause License # +import argparse import asyncio import os import sys @@ -198,16 +199,15 @@ async def bot(args: DailySessionArguments): # Local development -async def local_daily(): +async def local_daily(args: DailySessionArguments): """Daily transport for local development.""" - from runner import configure + # from runner import configure try: async with aiohttp.ClientSession() as session: - (room_url, token) = await configure(session) transport = DailyTransport( - room_url, - token, + room_url=args.room_url, + token=args.token, bot_name="Bot", params=DailyParams( audio_in_enabled=True, @@ -217,7 +217,7 @@ async def local_daily(): ) test_config = { - "personality": "witty", + "personality": args.personality, } await main(transport, test_config) @@ -227,7 +227,24 @@ async def local_daily(): # Local development entry point if LOCAL_RUN and __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Run the Word Wrangler bot in local development mode" + ) + parser.add_argument( + "-u", "--room-url", type=str, default=os.getenv("DAILY_SAMPLE_ROOM_URL", "") + ) + parser.add_argument( + "-t", "--token", type=str, default=os.getenv("DAILY_SAMPLE_ROOM_TOKEN", None) + ) + parser.add_argument( + "-p", + "--personality", + default="witty", + choices=["friendly", "professional", "enthusiastic", "thoughtful", "witty"], + help="Personality preset for the bot (friendly, professional, enthusiastic, thoughtful, witty)", + ) + args = parser.parse_args() try: - asyncio.run(local_daily()) + asyncio.run(local_daily(args)) except Exception as e: logger.exception(f"Failed to run in local mode: {e}") diff --git a/examples/word-wrangler-gemini-live/server/server.py b/examples/word-wrangler-gemini-live/server/server.py index 97556b61a..056978a76 100644 --- a/examples/word-wrangler-gemini-live/server/server.py +++ b/examples/word-wrangler-gemini-live/server/server.py @@ -160,14 +160,15 @@ async def rtvi_connect(request: Request) -> Dict[Any, Any]: Raises: HTTPException: If room creation, token generation, or bot startup fails """ - print("Creating room for RTVI connection") + body = await request.json() + print("Creating room for RTVI connection", body) room_url, token = await create_room_and_token() print(f"Room URL: {room_url}") # Start the bot process try: proc = subprocess.Popen( - [f"python3 -m bot -u {room_url} -t {token}"], + [f"python3 -m bot -u {room_url} -t {token} -p {body.get('personality', 'witty')}"], shell=True, bufsize=1, cwd=os.path.dirname(os.path.abspath(__file__)), From e590441b7b4ae760d10df8b25541b3ce11f0f1da Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Wed, 25 Jun 2025 11:40:20 -0400 Subject: [PATCH 16/69] Add support for about info in ready messages and add deprecation comments to deprecated types --- src/pipecat/processors/frameworks/rtvi.py | 172 ++++++++++++++++++++-- 1 file changed, 162 insertions(+), 10 deletions(-) diff --git a/src/pipecat/processors/frameworks/rtvi.py b/src/pipecat/processors/frameworks/rtvi.py index fb6f07b85..ed27311d5 100644 --- a/src/pipecat/processors/frameworks/rtvi.py +++ b/src/pipecat/processors/frameworks/rtvi.py @@ -80,7 +80,7 @@ from pipecat.transports.base_transport import BaseTransport from pipecat.utils.asyncio.watchdog_queue import WatchdogQueue from pipecat.utils.string import match_endofsentence -RTVI_PROTOCOL_VERSION = "0.3.0" +RTVI_PROTOCOL_VERSION = "1.0.0" RTVI_MESSAGE_LABEL = "rtvi-ai" RTVIMessageLiteral = Literal["rtvi-ai"] @@ -93,6 +93,11 @@ class RTVIServiceOption(BaseModel): Defines a configurable option that can be set for an RTVI service, including its name, type, and handler function. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -107,6 +112,11 @@ class RTVIService(BaseModel): Represents a service that can be configured and used within the RTVI protocol, containing a name and list of configurable options. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -125,6 +135,11 @@ class RTVIActionArgumentData(BaseModel): """Data for an RTVI action argument. Contains the name and value of an argument passed to an RTVI action. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -135,6 +150,11 @@ class RTVIActionArgument(BaseModel): """Definition of an RTVI action argument. Specifies the name and expected type of an argument for an RTVI action. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -146,6 +166,11 @@ class RTVIAction(BaseModel): Represents an action that can be executed within the RTVI protocol, including its service, name, arguments, and handler function. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -169,6 +194,11 @@ class RTVIServiceOptionConfig(BaseModel): """Configuration value for an RTVI service option. Contains the name and value to set for a specific service option. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -179,6 +209,11 @@ class RTVIServiceConfig(BaseModel): """Configuration for an RTVI service. Contains the service name and list of option configurations to apply. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -189,6 +224,11 @@ class RTVIConfig(BaseModel): """Complete RTVI configuration. Contains the full configuration for all RTVI services. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIServiceConfig] @@ -199,10 +239,16 @@ class RTVIConfig(BaseModel): # +# deprecated class RTVIUpdateConfig(BaseModel): """Request to update RTVI configuration. Contains new configuration settings and whether to interrupt the bot. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIServiceConfig] @@ -213,6 +259,11 @@ class RTVIActionRunArgument(BaseModel): """Argument for running an RTVI action. Contains the name and value of an argument to pass to an action. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -223,6 +274,11 @@ class RTVIActionRun(BaseModel): """Request to run an RTVI action. Contains the service, action name, and optional arguments. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -237,6 +293,11 @@ class RTVIActionFrame(DataFrame): Parameters: rtvi_action_run: The action to execute. message_id: Optional message ID for response correlation. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ rtvi_action_run: RTVIActionRun @@ -332,7 +393,7 @@ class RTVIErrorResponseData(BaseModel): class RTVIErrorResponse(BaseModel): """RTVI error response message. - Sent in response to a client request that resulted in an error. + RTVI Formatted error response message for relaying failed client requests. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -348,13 +409,13 @@ class RTVIErrorData(BaseModel): """ error: str - fatal: bool + fatal: bool # Indicates the pipeline has stopped due to this error class RTVIError(BaseModel): """RTVI error event message. - Sent when an error occurs that isn't in response to a specific request. + RTVI Formatted error message for relaying errors in the pipeline. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -366,6 +427,11 @@ class RTVIDescribeConfigData(BaseModel): """Data for describing available RTVI configuration. Contains the list of available services and their options. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIService] @@ -375,6 +441,11 @@ class RTVIDescribeConfig(BaseModel): """Message describing available RTVI configuration. Sent in response to a describe-config request. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -387,6 +458,11 @@ class RTVIDescribeActionsData(BaseModel): """Data for describing available RTVI actions. Contains the list of available actions that can be executed. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ actions: List[RTVIAction] @@ -396,6 +472,11 @@ class RTVIDescribeActions(BaseModel): """Message describing available RTVI actions. Sent in response to a describe-actions request. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -408,6 +489,11 @@ class RTVIConfigResponse(BaseModel): """Response containing current RTVI configuration. Sent in response to a get-config request. + + DEPRECATED. + + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -420,6 +506,11 @@ class RTVIActionResponseData(BaseModel): """Data for an RTVI action response. Contains the result of executing an action. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ result: ActionResult @@ -429,6 +520,11 @@ class RTVIActionResponse(BaseModel): """Response to an RTVI action execution. Sent after successfully executing an action. + + DEPRECATED. + + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -437,6 +533,30 @@ class RTVIActionResponse(BaseModel): data: RTVIActionResponseData +class AboutClientData(BaseModel): + """Data about the RTVI client. + + Contains information about the client, including which RTVI library it + is using, what platform it is on and any additional details, if available. + """ + + library: str + library_version: Optional[str] = None + platform: Optional[str] = None + platform_version: Optional[str] = None + platform_details: Optional[Any] = None + + +class RTVIClientReadyData(BaseModel): + """Data format of client ready messages. + + Contains the RTVIprotocol version and client information. + """ + + version: str + about: AboutClientData + + class RTVIBotReadyData(BaseModel): """Data for bot ready notification. @@ -444,7 +564,8 @@ class RTVIBotReadyData(BaseModel): """ version: str - config: List[RTVIServiceConfig] + config: Optional[List[RTVIServiceConfig]] = None + about: Optional[Mapping[str, Any]] = None class RTVIBotReady(BaseModel): @@ -482,12 +603,19 @@ class RTVILLMFunctionCallMessage(BaseModel): class RTVIAppendToContextData(BaseModel): + """Data format for appending messages to the context. + + Contains the role, content, and whether to run the message immediately. + """ + role: Literal["user", "assistant"] | str content: Any run_immediately: bool = False class RTVIAppendToContext(BaseModel): + """RTVI Message format to append content to the LLM context.""" + label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL type: Literal["append-to-context"] = "append-to-context" data: RTVIAppendToContextData @@ -1004,6 +1132,7 @@ class RTVIProcessor(FrameProcessor): self._bot_ready = False self._client_ready = False self._client_ready_id = "" + self._client_version = [] self._errors_enabled = True self._registered_actions: Dict[str, RTVIAction] = {} @@ -1098,6 +1227,7 @@ class RTVIProcessor(FrameProcessor): await self._send_server_message(message) async def send_error_response(self, client_msg: RTVIClientMessage, error: str): + """Send an error response for a given client message.""" await self._send_error_response(id=client_msg.msg_id, error=error) async def send_error(self, error: str): @@ -1266,7 +1396,15 @@ class RTVIProcessor(FrameProcessor): try: match message.type: case "client-ready": - await self._handle_client_ready(message.id) + data = None + try: + data = RTVIClientReadyData.model_validate(message.data) + except ValidationError: + # Not all clients have been updated to RTVI 1.0.0. + # For now, that's okay, we just log their info as unknown. + data = None + pass + await self._handle_client_ready(message.id, data) case "describe-actions": await self._handle_describe_actions(message.id) case "describe-config": @@ -1304,9 +1442,20 @@ class RTVIProcessor(FrameProcessor): await self._send_error_response(message.id, f"Exception processing message: {e}") logger.warning(f"Exception processing message: {e}") - async def _handle_client_ready(self, request_id: str): - """Handle a client-ready message.""" - logger.debug("Received client-ready") + async def _handle_client_ready(self, request_id: str, data: RTVIClientReadyData | None): + """Handle the client-ready message from the client.""" + version = data.version if data else "unknown" + logger.debug(f"Received client-ready: version {version}") + if version == "unknown": + self._client_version = [0, 3, 0] # Default to 0.3.0 if unknown + else: + try: + self._client_version = [int(v) for v in version.split(".")] + except ValueError: + logger.warning(f"Invalid client version format: {version}") + self._client_version = [0, 3, 0] + about = data.about if data else {"library": "unknown"} + logger.debug(f"Client Details: {about}") if self._input_transport: await self._input_transport.start_audio_in_streaming() @@ -1486,9 +1635,12 @@ class RTVIProcessor(FrameProcessor): async def _send_bot_ready(self): """Send the bot-ready message to the client.""" + config = None + if self._client_version[0] < 1: + config = self._config.config message = RTVIBotReady( id=self._client_ready_id, - data=RTVIBotReadyData(version=RTVI_PROTOCOL_VERSION, config=self._config.config), + data=RTVIBotReadyData(version=RTVI_PROTOCOL_VERSION, config=config), ) await self._push_transport_message(message) From 295902915191ab666289e95d7deb0eb8e2f5d40e Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Wed, 25 Jun 2025 22:17:24 -0400 Subject: [PATCH 17/69] PR Review fixes --- src/pipecat/processors/frameworks/rtvi.py | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) diff --git a/src/pipecat/processors/frameworks/rtvi.py b/src/pipecat/processors/frameworks/rtvi.py index ed27311d5..a1fc9e128 100644 --- a/src/pipecat/processors/frameworks/rtvi.py +++ b/src/pipecat/processors/frameworks/rtvi.py @@ -13,7 +13,6 @@ and frame observation for the RTVI protocol. import asyncio import base64 -import time from dataclasses import dataclass from typing import ( Any, @@ -334,10 +333,14 @@ class RTVIClientMessageFrame(SystemFrame): @dataclass class RTVIServerResponseFrame(SystemFrame): - """A frame for sending messages from the client to the RTVI server. + """A frame for responding to a client RTVI message. - This frame is meant for custom messaging from the client to the server - and expects a server-response message. + This frame should be sent in response to an RTVIClientMessageFrame + and include the original RTVIClientMessageFrame to ensure the response + is properly attributed to the original request. To respond with an error, + set the `error` field to a string describing the error. This will result + in the client receiving a `response-error` message instead of a + `server-response` message. """ client_msg: RTVIClientMessageFrame @@ -353,9 +356,9 @@ class RTVIRawServerResponseData(BaseModel): class RTVIServerResponse(BaseModel): - """A response message from the client to the RTVI server. + """The RTVI-formatted message response from the server to the client. - This message is used to respond to custom messages sent by the server. + This message is used to respond to custom messages sent by the client. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -564,6 +567,8 @@ class RTVIBotReadyData(BaseModel): """ version: str + # The config field is deprecated and will not be included if + # the client's rtvi version is 1.0.0 or higher. config: Optional[List[RTVIServiceConfig]] = None about: Optional[Mapping[str, Any]] = None @@ -1428,12 +1433,12 @@ class RTVIProcessor(FrameProcessor): await self._handle_function_call_result(data) case "append-to-context": data = RTVIAppendToContextData.model_validate(message.data) - await self._handle_update_context(data) + await self._handle_update_context(data, message.id) case "raw-audio" | "raw-audio-batch": await self._handle_audio_buffer(message.data) case _: - await self._send_error_response(message.id, f"UNSUPPORTED type {message.type}") + await self._send_error_response(message.id, f"Unsupported type {message.type}") except ValidationError as e: await self._send_error_response(message.id, f"Invalid message: {e}") From fc09854d7f0e9789c1df1238e699726210cc864f Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Thu, 3 Jul 2025 15:31:12 -0700 Subject: [PATCH 18/69] fix cam light always on --- .../client/javascript/index.html | 77 +++++++++---------- .../client/javascript/src/app.js | 31 +++++--- 2 files changed, 59 insertions(+), 49 deletions(-) diff --git a/examples/simple-chatbot/client/javascript/index.html b/examples/simple-chatbot/client/javascript/index.html index 6d3a18db4..658922776 100644 --- a/examples/simple-chatbot/client/javascript/index.html +++ b/examples/simple-chatbot/client/javascript/index.html @@ -1,47 +1,44 @@ + + + + AI Chatbot + - - - - AI Chatbot - - - -
-
-
- Status: Disconnected -
-
- - -
-
- -
-
-
+ +
+
+
+ Status: Disconnected
- +
+ + +
+
+ +
+
+
+ +
+
+ +
+
+ + +
+
+ +
+

Debug Info

+
-
-
- - -
-
- -
-

Debug Info

-
-
-
- - - - - - \ No newline at end of file + + + + diff --git a/examples/simple-chatbot/client/javascript/src/app.js b/examples/simple-chatbot/client/javascript/src/app.js index b24af87e2..01a2e8c5e 100644 --- a/examples/simple-chatbot/client/javascript/src/app.js +++ b/examples/simple-chatbot/client/javascript/src/app.js @@ -42,6 +42,7 @@ class ChatbotClient { this.debugLog = document.getElementById('debug-log'); this.botVideoContainer = document.getElementById('bot-video-container'); this.deviceSelector = document.getElementById('device-selector'); + this.micToggleBtn = document.getElementById('mic-toggle-btn'); // Create an audio element for bot's voice output this.botAudio = document.createElement('audio'); @@ -79,13 +80,19 @@ class ChatbotClient { // Handle mic mute/unmute toggle const micToggleBtn = document.getElementById('mic-toggle-btn'); - micToggleBtn.addEventListener('click', () => { - let micEnabled = this.pcClient.isMicEnabled; - micToggleBtn.textContent = micEnabled ? 'Unmute Mic' : 'Mute Mic'; - this.pcClient.enableMic(!micEnabled); + micToggleBtn.addEventListener('click', async () => { + if (this.pcClient.state === 'disconnected') { + await this.pcClient.initDevices(); + } else { + this.pcClient.enableMic(!this.pcClient.isMicEnabled); + } }); } + updateMicToggleButton(micEnabled) { + console.log('Mic enabled:', micEnabled, this.pcClient?.isMicEnabled); + this.micToggleBtn.textContent = micEnabled ? 'Mute Mic' : 'Unmute Mic'; + } /** * Set up the Pipecat client and Daily transport */ @@ -94,7 +101,7 @@ class ChatbotClient { // Initialize the Pipecat client with a DailyTransport and our configuration this.pcClient = new PipecatClient({ transport: new DailyTransport(), - enableMic: true, // Enable microphone for user input + enableMic: true, enableCam: false, callbacks: { // Handle connection state changes @@ -109,6 +116,7 @@ class ChatbotClient { this.connectBtn.disabled = false; this.disconnectBtn.disabled = true; this.log('Client disconnected'); + this.updateMicToggleButton(false); }, // Handle transport state changes onTransportStateChanged: (state) => { @@ -156,8 +164,6 @@ class ChatbotClient { // Set up listeners for media track events this.setupTrackListeners(); - - await this.pcClient.initDevices(); this.setupEventListeners(); } @@ -216,13 +222,16 @@ class ChatbotClient { // Listen for new tracks starting this.pcClient.on(RTVIEvent.TrackStarted, (track, participant) => { - // Only handle non-local (bot) tracks if (!participant?.local) { if (track.kind === 'audio') { this.setupAudioTrack(track); } else if (track.kind === 'video') { this.setupVideoTrack(track); } + } else if (track.kind === 'audio') { + console.log(`Local audio track started: `, this.pcClient.tracks()); + // If local audio track starts, update mic + this.updateMicToggleButton(true); } }); @@ -230,9 +239,13 @@ class ChatbotClient { this.pcClient.on(RTVIEvent.TrackStopped, (track, participant) => { this.log( `Track stopped event: ${track.kind} from ${ - participant?.name || 'unknown' + participant ? (participant.local ? 'local' : 'bot') : 'unknown' }` ); + if (participant?.local && track.kind === 'audio') { + // If local audio track stops, update mic toggle button + this.updateMicToggleButton(false); + } }); } From a6de16f92f69f3b76da1a96bce38473511f2c831 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Mon, 7 Jul 2025 15:53:52 -0700 Subject: [PATCH 19/69] Bump all client dependencies to use client-js/react/transports 1.0.0 --- .../client/javascript/package-lock.json | 533 +++--- .../client/javascript/package.json | 4 +- .../modal-example/server/requirements.txt | 3 +- .../fal-smart-turn/client/package-lock.json | 1289 +++++++++---- examples/fal-smart-turn/client/package.json | 6 +- .../client/javascript/package-lock.json | 700 ++++--- .../client/javascript/package.json | 4 +- .../client/javascript/package-lock.json | 539 +++--- .../client/javascript/package.json | 4 +- .../client/typescript/package-lock.json | 678 ++++--- .../client/typescript/package.json | 4 +- .../client/javascript/package-lock.json | 539 +++--- .../client/javascript/package.json | 4 +- .../client/react/package-lock.json | 1394 ++++++++------ .../simple-chatbot/client/react/package.json | 6 +- examples/websocket/client/package-lock.json | 563 +++--- examples/websocket/client/package.json | 4 +- .../client/package-lock.json | 1613 ++++++++++++----- .../client/package.json | 7 +- 19 files changed, 4969 insertions(+), 2925 deletions(-) diff --git a/examples/deployment/modal-example/client/javascript/package-lock.json b/examples/deployment/modal-example/client/javascript/package-lock.json index 90cb938f4..335851006 100644 --- a/examples/deployment/modal-example/client/javascript/package-lock.json +++ b/examples/deployment/modal-example/client/javascript/package-lock.json @@ -9,21 +9,18 @@ "version": "1.0.0", "license": "ISC", "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.10" + "@pipecat-ai/client-js": "^1.0.0", + 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"license": "MIT", "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.4", diff --git a/examples/deployment/modal-example/client/javascript/package.json b/examples/deployment/modal-example/client/javascript/package.json index efa5e3417..e3050697a 100644 --- a/examples/deployment/modal-example/client/javascript/package.json +++ b/examples/deployment/modal-example/client/javascript/package.json @@ -15,7 +15,7 @@ "vite": "^6.3.5" }, "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.10" + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0" } } diff --git a/examples/deployment/modal-example/server/requirements.txt b/examples/deployment/modal-example/server/requirements.txt index 9b3742f8c..c2cfa7086 100644 --- a/examples/deployment/modal-example/server/requirements.txt +++ b/examples/deployment/modal-example/server/requirements.txt @@ -1,2 +1,3 @@ python-dotenv==1.0.1 -modal==0.71.3 +modal==1.0.5 +fastapi[all] diff --git a/examples/fal-smart-turn/client/package-lock.json b/examples/fal-smart-turn/client/package-lock.json index a3c10034e..2d360ea87 100644 --- a/examples/fal-smart-turn/client/package-lock.json +++ b/examples/fal-smart-turn/client/package-lock.json @@ -8,9 +8,9 @@ "name": "my-nextjs-app", "version": "0.1.0", "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/client-react": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.10", + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/client-react": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0", "next": "15.3.1", "react": "^19.0.0", "react-dom": "^19.0.0" @@ -26,12 +26,10 @@ } }, "node_modules/@babel/runtime": { - "version": "7.27.0", - "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.27.0.tgz", - "integrity": "sha512-VtPOkrdPHZsKc/clNqyi9WUA8TINkZ4cGk63UUE3u4pmB2k+ZMQRDuIOagv8UVd6j7k0T3+RRIb7beKTebNbcw==", - "dependencies": { - "regenerator-runtime": "^0.14.0" - }, + "version": "7.27.6", + "resolved": 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b/examples/p2p-webrtc/video-transform/client/typescript/package.json @@ -18,7 +18,7 @@ "vite": "^6.3.5" }, "dependencies": { - "@pipecat-ai/client-js": "^0.3.2", - "@pipecat-ai/small-webrtc-transport": "^0.0.2" + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/small-webrtc-transport": "^1.0.0" } } diff --git a/examples/simple-chatbot/client/javascript/package-lock.json b/examples/simple-chatbot/client/javascript/package-lock.json index fd847e486..335851006 100644 --- a/examples/simple-chatbot/client/javascript/package-lock.json +++ b/examples/simple-chatbot/client/javascript/package-lock.json @@ -9,20 +9,18 @@ "version": "1.0.0", "license": "ISC", "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.8" + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0" }, "devDependencies": { "vite": "^6.3.5" } }, "node_modules/@babel/runtime": { - "version": "7.27.0", - "resolved": 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100644 --- a/examples/simple-chatbot/client/react/package.json +++ b/examples/simple-chatbot/client/react/package.json @@ -10,9 +10,9 @@ "preview": "vite preview" }, "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/client-react": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.8", + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/client-react": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0", "react": "^18.3.1", "react-dom": "^18.3.1" }, diff --git a/examples/websocket/client/package-lock.json b/examples/websocket/client/package-lock.json index bccbf27b4..b1151fb5d 100644 --- a/examples/websocket/client/package-lock.json +++ b/examples/websocket/client/package-lock.json @@ -9,8 +9,8 @@ "version": "1.0.0", "license": "ISC", "dependencies": { - "@pipecat-ai/client-js": "^0.4.0", - "@pipecat-ai/websocket-transport": "^0.4.2", + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/websocket-transport": "^1.0.0", "protobufjs": "^7.4.0" }, "devDependencies": { @@ 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b/examples/word-wrangler-gemini-live/client/package-lock.json index 3c101ccc4..2838f1b4c 100644 --- a/examples/word-wrangler-gemini-live/client/package-lock.json +++ b/examples/word-wrangler-gemini-live/client/package-lock.json @@ -8,11 +8,12 @@ "name": "client", "version": "0.1.0", "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/client-react": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.10", + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/client-react": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0", "@tabler/icons-react": "^3.31.0", "@tailwindcss/postcss": "^4.1.3", + "jotai": "^2.12.5", "js-confetti": "^0.12.0", "next": "15.2.4", "react": "^19.0.0", @@ -34,6 +35,7 @@ "version": "5.2.0", "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz", "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==", + "license": "MIT", "engines": { "node": ">=10" }, @@ -41,13 +43,24 @@ 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"https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz", "integrity": "sha512-TbX3mj8n0odCBFVlY8AxkqcHASw3L60jIuF8jFP78az3C2YhmGvqbHBpAjTRH2/xqYunrJ9g1jSyjCjpoWzIAA==", "dev": true, + "license": "MIT", "dependencies": { "is-bigint": "^1.1.0", "is-boolean-object": "^1.2.1", @@ -5632,6 +6295,7 @@ "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.2.1.tgz", "integrity": "sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==", "dev": true, + "license": "MIT", "dependencies": { "call-bound": "^1.0.2", "function.prototype.name": "^1.1.6", @@ -5659,6 +6323,7 @@ "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz", "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==", "dev": true, + "license": "MIT", "dependencies": { "is-map": "^2.0.3", "is-set": "^2.0.3", @@ -5677,6 +6342,7 @@ "resolved": 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"https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", "dev": true, + "license": "MIT", "engines": { "node": ">=10" }, diff --git a/examples/word-wrangler-gemini-live/client/package.json b/examples/word-wrangler-gemini-live/client/package.json index c6a3b30bf..4c047f3e3 100644 --- a/examples/word-wrangler-gemini-live/client/package.json +++ b/examples/word-wrangler-gemini-live/client/package.json @@ -9,11 +9,12 @@ "lint": "next lint" }, "dependencies": { - "@pipecat-ai/client-js": "^0.3.5", - "@pipecat-ai/client-react": "^0.3.5", - "@pipecat-ai/daily-transport": "^0.3.10", + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/client-react": "^1.0.0", + "@pipecat-ai/daily-transport": "^1.0.0", "@tabler/icons-react": "^3.31.0", "@tailwindcss/postcss": "^4.1.3", + "jotai": "^2.12.5", "js-confetti": "^0.12.0", "next": "15.2.4", "react": "^19.0.0", From 74da197304c53ed182c7a754b1498964ccd9c88a Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Tue, 8 Jul 2025 07:28:23 -0300 Subject: [PATCH 20/69] Refactored AWSBedrockLLMService and AWSPollyTTSService to work asynchronously using aioboto3 instead of the boto3 library. --- pyproject.toml | 2 +- src/pipecat/services/aws/llm.py | 134 +++++++++++++++++--------------- src/pipecat/services/aws/tts.py | 92 ++++++++++------------ 3 files changed, 112 insertions(+), 116 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 2a0fd2175..8f890c28b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,7 +42,7 @@ Website = "https://pipecat.ai" [project.optional-dependencies] anthropic = [ "anthropic~=0.49.0" ] assemblyai = [ "websockets~=13.1" ] -aws = [ "boto3~=1.37.16", "websockets~=13.1" ] +aws = [ "aioboto3~=15.0.0", "websockets~=13.1" ] aws-nova-sonic = [ "aws_sdk_bedrock_runtime~=0.0.2" ] azure = [ "azure-cognitiveservices-speech~=1.42.0"] cartesia = [ "cartesia~=2.0.3", "websockets~=13.1" ] diff --git a/src/pipecat/services/aws/llm.py b/src/pipecat/services/aws/llm.py index 43015b2bd..7a71e549b 100644 --- a/src/pipecat/services/aws/llm.py +++ b/src/pipecat/services/aws/llm.py @@ -55,7 +55,7 @@ from pipecat.services.llm_service import LLMService from pipecat.utils.tracing.service_decorators import traced_llm try: - import boto3 + import aioboto3 import httpx from botocore.config import Config except ModuleNotFoundError as e: @@ -749,13 +749,17 @@ class AWSBedrockLLMService(LLMService): read_timeout=300, # 5 minutes retries={"max_attempts": 3}, ) - session = boto3.Session( - aws_access_key_id=aws_access_key, - aws_secret_access_key=aws_secret_key, - aws_session_token=aws_session_token, - region_name=aws_region, - ) - self._client = session.client(service_name="bedrock-runtime", config=client_config) + + self._aws_session = aioboto3.Session() + + # Store AWS session parameters for creating client in async context + self._aws_params = { + "aws_access_key_id": aws_access_key, + "aws_secret_access_key": aws_secret_key, + "aws_session_token": aws_session_token, + "region_name": aws_region, + "config": client_config, + } self.set_model_name(model) self._settings = { @@ -903,70 +907,74 @@ class AWSBedrockLLMService(LLMService): logger.debug(f"Calling AWS Bedrock model with: {request_params}") - # Call AWS Bedrock with streaming - response = self._client.converse_stream(**request_params) + async with self._aws_session.client( + service_name="bedrock-runtime", **self._aws_params + ) as client: + # Call AWS Bedrock with streaming + response = await client.converse_stream(**request_params) - await self.stop_ttfb_metrics() + await self.stop_ttfb_metrics() - # Process the streaming response - tool_use_block = None - json_accumulator = "" + # Process the streaming response + tool_use_block = None + json_accumulator = "" - function_calls = [] - for event in response["stream"]: - self.reset_watchdog() + function_calls = [] - # Handle text content - if "contentBlockDelta" in event: - delta = event["contentBlockDelta"]["delta"] - if "text" in delta: - await self.push_frame(LLMTextFrame(delta["text"])) - completion_tokens_estimate += self._estimate_tokens(delta["text"]) - elif "toolUse" in delta and "input" in delta["toolUse"]: - # Handle partial JSON for tool use - json_accumulator += delta["toolUse"]["input"] - completion_tokens_estimate += self._estimate_tokens( - delta["toolUse"]["input"] - ) + async for event in response["stream"]: + self.reset_watchdog() - # Handle tool use start - elif "contentBlockStart" in event: - content_block_start = event["contentBlockStart"]["start"] - if "toolUse" in content_block_start: - tool_use_block = { - "id": content_block_start["toolUse"].get("toolUseId", ""), - "name": content_block_start["toolUse"].get("name", ""), - } - json_accumulator = "" + # Handle text content + if "contentBlockDelta" in event: + delta = event["contentBlockDelta"]["delta"] + if "text" in delta: + await self.push_frame(LLMTextFrame(delta["text"])) + completion_tokens_estimate += self._estimate_tokens(delta["text"]) + elif "toolUse" in delta and "input" in delta["toolUse"]: + # Handle partial JSON for tool use + json_accumulator += delta["toolUse"]["input"] + completion_tokens_estimate += self._estimate_tokens( + delta["toolUse"]["input"] + ) - # Handle message completion with tool use - elif "messageStop" in event and "stopReason" in event["messageStop"]: - if event["messageStop"]["stopReason"] == "tool_use" and tool_use_block: - try: - arguments = json.loads(json_accumulator) if json_accumulator else {} + # Handle tool use start + elif "contentBlockStart" in event: + content_block_start = event["contentBlockStart"]["start"] + if "toolUse" in content_block_start: + tool_use_block = { + "id": content_block_start["toolUse"].get("toolUseId", ""), + "name": content_block_start["toolUse"].get("name", ""), + } + json_accumulator = "" - # Only call function if it's not the no_operation tool - if not using_noop_tool: - function_calls.append( - FunctionCallFromLLM( - context=context, - tool_call_id=tool_use_block["id"], - function_name=tool_use_block["name"], - arguments=arguments, + # Handle message completion with tool use + elif "messageStop" in event and "stopReason" in event["messageStop"]: + if event["messageStop"]["stopReason"] == "tool_use" and tool_use_block: + try: + arguments = json.loads(json_accumulator) if json_accumulator else {} + + # Only call function if it's not the no_operation tool + if not using_noop_tool: + function_calls.append( + FunctionCallFromLLM( + context=context, + tool_call_id=tool_use_block["id"], + function_name=tool_use_block["name"], + arguments=arguments, + ) ) - ) - else: - logger.debug("Ignoring no_operation tool call") - except json.JSONDecodeError: - logger.error(f"Failed to parse tool arguments: {json_accumulator}") + else: + logger.debug("Ignoring no_operation tool call") + except json.JSONDecodeError: + logger.error(f"Failed to parse tool arguments: {json_accumulator}") - # Handle usage metrics if available - if "metadata" in event and "usage" in event["metadata"]: - usage = event["metadata"]["usage"] - prompt_tokens += usage.get("inputTokens", 0) - completion_tokens += usage.get("outputTokens", 0) - cache_read_input_tokens += usage.get("cacheReadInputTokens", 0) - cache_creation_input_tokens += usage.get("cacheWriteInputTokens", 0) + # Handle usage metrics if available + if "metadata" in event and "usage" in event["metadata"]: + usage = event["metadata"]["usage"] + prompt_tokens += usage.get("inputTokens", 0) + completion_tokens += usage.get("outputTokens", 0) + cache_read_input_tokens += usage.get("cacheReadInputTokens", 0) + cache_creation_input_tokens += usage.get("cacheWriteInputTokens", 0) await self.run_function_calls(function_calls) except asyncio.CancelledError: diff --git a/src/pipecat/services/aws/tts.py b/src/pipecat/services/aws/tts.py index 1f036cadc..88f0a8fdd 100644 --- a/src/pipecat/services/aws/tts.py +++ b/src/pipecat/services/aws/tts.py @@ -30,7 +30,7 @@ from pipecat.transcriptions.language import Language from pipecat.utils.tracing.service_decorators import traced_tts try: - import boto3 + import aioboto3 from botocore.exceptions import BotoCoreError, ClientError except ModuleNotFoundError as e: logger.error(f"Exception: {e}") @@ -177,13 +177,25 @@ class AWSPollyTTSService(TTSService): params = params or AWSPollyTTSService.InputParams() - self._polly_client = boto3.client( - "polly", - aws_access_key_id=aws_access_key_id, - aws_secret_access_key=api_key, - aws_session_token=aws_session_token, - region_name=region, - ) + # Get credentials from environment variables if not provided + self._aws_params = { + "aws_access_key_id": aws_access_key_id or os.getenv("AWS_ACCESS_KEY_ID"), + "aws_secret_access_key": api_key or os.getenv("AWS_SECRET_ACCESS_KEY"), + "aws_session_token": aws_session_token or os.getenv("AWS_SESSION_TOKEN"), + "region_name": region or os.getenv("AWS_REGION", "us-east-1"), + } + + # Validate that we have the required credentials + if ( + not self._aws_params["aws_access_key_id"] + or not self._aws_params["aws_secret_access_key"] + ): + raise ValueError( + "AWS credentials not found. Please provide them either through constructor parameters " + "or set AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables." + ) + + self._aws_session = aioboto3.Session() self._settings = { "engine": params.engine, "language": self.language_to_service_language(params.language) @@ -199,24 +211,6 @@ class AWSPollyTTSService(TTSService): self.set_voice(voice_id) - # Get credentials from environment variables if not provided - self._credentials = { - "aws_access_key_id": aws_access_key_id or os.getenv("AWS_ACCESS_KEY_ID"), - "aws_secret_access_key": api_key or os.getenv("AWS_SECRET_ACCESS_KEY"), - "aws_session_token": aws_session_token or os.getenv("AWS_SESSION_TOKEN"), - "region": region or os.getenv("AWS_REGION", "us-east-1"), - } - - # Validate that we have the required credentials - if ( - not self._credentials["aws_access_key_id"] - or not self._credentials["aws_secret_access_key"] - ): - raise ValueError( - "AWS credentials not found. Please provide them either through constructor parameters " - "or set AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables." - ) - def can_generate_metrics(self) -> bool: """Check if this service can generate processing metrics. @@ -279,14 +273,6 @@ class AWSPollyTTSService(TTSService): Yields: Frame: Audio frames containing the synthesized speech. """ - - def read_audio_data(**args): - response = self._polly_client.synthesize_speech(**args) - if "AudioStream" in response: - audio_data = response["AudioStream"].read() - return audio_data - return None - logger.debug(f"{self}: Generating TTS [{text}]") try: @@ -309,30 +295,32 @@ class AWSPollyTTSService(TTSService): # Filter out None values filtered_params = {k: v for k, v in params.items() if v is not None} - audio_data = await asyncio.to_thread(read_audio_data, **filtered_params) + async with self._aws_session.client("polly", **self._aws_params) as polly: + response = await polly.synthesize_speech(**filtered_params) + if "AudioStream" in response: + # Get the streaming body and read it + stream = response["AudioStream"] + audio_data = await stream.read() + else: + logger.error(f"{self} No audio stream in response") + audio_data = None - if not audio_data: - logger.error(f"{self} No audio data returned") - yield None - return + audio_data = await self._resampler.resample(audio_data, 16000, self.sample_rate) - audio_data = await self._resampler.resample(audio_data, 16000, self.sample_rate) + await self.start_tts_usage_metrics(text) - await self.start_tts_usage_metrics(text) + yield TTSStartedFrame() - yield TTSStartedFrame() + CHUNK_SIZE = self.chunk_size - CHUNK_SIZE = self.chunk_size - - for i in range(0, len(audio_data), CHUNK_SIZE): - chunk = audio_data[i : i + CHUNK_SIZE] - if len(chunk) > 0: - await self.stop_ttfb_metrics() - frame = TTSAudioRawFrame(chunk, self.sample_rate, 1) - yield frame - - yield TTSStoppedFrame() + for i in range(0, len(audio_data), CHUNK_SIZE): + chunk = audio_data[i : i + CHUNK_SIZE] + if len(chunk) > 0: + await self.stop_ttfb_metrics() + frame = TTSAudioRawFrame(chunk, self.sample_rate, 1) + yield frame + yield TTSStoppedFrame() except (BotoCoreError, ClientError) as error: logger.exception(f"{self} error generating TTS: {error}") error_message = f"AWS Polly TTS error: {str(error)}" From 285b82eb658ec20f29ec4041832e957e86f0849c Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Tue, 8 Jul 2025 07:30:30 -0300 Subject: [PATCH 21/69] Mentioning the AWSBedrockLLMService and AWSPollyTTSService refactors in the changelog. --- CHANGELOG.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 9ffb9f36e..94281a1a3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed +- Refactored `AWSBedrockLLMService` and `AWSPollyTTSService` to work + asynchronously using `aioboto3` instead of the `boto3` library. + - The `UserIdleProcessor` now handles the scenario where function calls take longer than the idle timeout duration. This allows you to use the `UserIdleProcessor` in conjunction with function calls that take a while to From 931f34fccd10a09ddfbe3427adda4bedd4e3af04 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Sat, 5 Jul 2025 08:12:23 -0700 Subject: [PATCH 22/69] OLLamaLLMService: Pass kwargs --- CHANGELOG.md | 3 +++ src/pipecat/services/ollama/llm.py | 22 ++++++++++++++++++++-- 2 files changed, 23 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 64e0b75ad..bce396bf5 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -16,6 +16,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 the value to False requires a custom processor before the `TTSService` to aggregate LLM tokens. +- Added `kwargs` to the `OLLamaLLMService` to allow for configuration args to + be passed to Ollama. + - Added call hang-up error handling in `TwilioFrameSerializer`, which handles the case where the user has hung up before the `TwilioFrameSerializer` hangs up the call. diff --git a/src/pipecat/services/ollama/llm.py b/src/pipecat/services/ollama/llm.py index c84505704..de01dbc5b 100644 --- a/src/pipecat/services/ollama/llm.py +++ b/src/pipecat/services/ollama/llm.py @@ -6,6 +6,8 @@ """OLLama LLM service implementation for Pipecat AI framework.""" +from loguru import logger + from pipecat.services.openai.llm import OpenAILLMService @@ -16,12 +18,28 @@ class OLLamaLLMService(OpenAILLMService): providing a compatible interface for running large language models locally. """ - def __init__(self, *, model: str = "llama2", base_url: str = "http://localhost:11434/v1"): + def __init__( + self, *, model: str = "llama2", base_url: str = "http://localhost:11434/v1", **kwargs + ): """Initialize OLLama LLM service. Args: model: The OLLama model to use. Defaults to "llama2". base_url: The base URL for the OLLama API endpoint. Defaults to "http://localhost:11434/v1". + **kwargs: Additional keyword arguments passed to OpenAILLMService. """ - super().__init__(model=model, base_url=base_url, api_key="ollama") + super().__init__(model=model, base_url=base_url, api_key="ollama", **kwargs) + + def create_client(self, base_url=None, **kwargs): + """Create OpenAI-compatible client for Ollama. + + Args: + base_url: The base URL for the API. If None, uses instance base_url. + **kwargs: Additional keyword arguments passed to the parent create_client method. + + Returns: + An OpenAI-compatible client configured for Ollama. + """ + logger.debug(f"Creating Ollama client with api {base_url}") + return super().create_client(base_url, **kwargs) From a9d824753b2d8599b8cfea4a205b0378b938017b Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 8 Jul 2025 11:06:17 -0700 Subject: [PATCH 23/69] Fix: NeuphonicTTSService to use latest websocket API --- CHANGELOG.md | 4 ++++ src/pipecat/services/neuphonic/tts.py | 25 ++++++++++++++++++------- 2 files changed, 22 insertions(+), 7 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 94750b547..d7078468b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -33,6 +33,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 `UserIdleProcessor` in conjunction with function calls that take a while to return a result. +### Fixed + +- Updated the `NeuphonicTTSService` to work with the updated websocket API. + ### Performance - Remove unncessary push task in each `FrameProcessor`. diff --git a/src/pipecat/services/neuphonic/tts.py b/src/pipecat/services/neuphonic/tts.py index 9ddfdfd6a..6fb0d6aa7 100644 --- a/src/pipecat/services/neuphonic/tts.py +++ b/src/pipecat/services/neuphonic/tts.py @@ -106,7 +106,7 @@ class NeuphonicTTSService(InterruptibleTTSService): *, api_key: str, voice_id: Optional[str] = None, - url: str = "wss://api.neuphonic.com", + url: str = "wss://eu-west-1.api.neuphonic.com", sample_rate: Optional[int] = 22050, encoding: str = "pcm_linear", params: Optional[InputParams] = None, @@ -281,14 +281,18 @@ class NeuphonicTTSService(InterruptibleTTSService): "voice_id": self._voice_id, } - query_params = [f"api_key={self._api_key}"] + query_params = [] for key, value in tts_config.items(): if value is not None: query_params.append(f"{key}={value}") - url = f"{self._url}/speak/{self._settings['lang_code']}?{'&'.join(query_params)}" + url = f"{self._url}/speak/{self._settings['lang_code']}" + if query_params: + url += f"?{'&'.join(query_params)}" - self._websocket = await websockets.connect(url) + headers = {"x-api-key": self._api_key} + + self._websocket = await websockets.connect(url, extra_headers=headers) except Exception as e: logger.error(f"{self} initialization error: {e}") self._websocket = None @@ -313,7 +317,7 @@ class NeuphonicTTSService(InterruptibleTTSService): async for message in WatchdogAsyncIterator(self._websocket, manager=self.task_manager): if isinstance(message, str): msg = json.loads(message) - if msg.get("data", {}).get("audio") is not None: + if msg.get("data") and msg["data"].get("audio"): await self.stop_ttfb_metrics() audio = base64.b64decode(msg["data"]["audio"]) @@ -326,12 +330,19 @@ class NeuphonicTTSService(InterruptibleTTSService): while True: self.reset_watchdog() await asyncio.sleep(KEEPALIVE_SLEEP) - await self._send_text("") + await self._send_keepalive() + + async def _send_keepalive(self): + """Send keepalive message to maintain connection.""" + if self._websocket: + # Send empty text for keepalive + msg = {"text": ""} + await self._websocket.send(json.dumps(msg)) async def _send_text(self, text: str): """Send text to Neuphonic WebSocket for synthesis.""" if self._websocket: - msg = {"text": text} + msg = {"text": f"{text} "} logger.debug(f"Sending text to websocket: {msg}") await self._websocket.send(json.dumps(msg)) From b55b9c257b9b89edcb84628d8740bd6067c3811e Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 8 Jul 2025 10:38:23 -0700 Subject: [PATCH 24/69] RivaSTTService: remove reset_watchdog, which is handled in the WatchdogQueue already --- CHANGELOG.md | 3 +++ src/pipecat/services/riva/stt.py | 1 - 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d7078468b..5c4c300ca 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -37,6 +37,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Updated the `NeuphonicTTSService` to work with the updated websocket API. +- Fixed an issue with `RivaSTTService` where the watchdog feature was causing + an error on initialization. + ### Performance - Remove unncessary push task in each `FrameProcessor`. diff --git a/src/pipecat/services/riva/stt.py b/src/pipecat/services/riva/stt.py index 23cff7c5e..7d9e8743d 100644 --- a/src/pipecat/services/riva/stt.py +++ b/src/pipecat/services/riva/stt.py @@ -279,7 +279,6 @@ class RivaSTTService(STTService): streaming_config=self._config, ) for response in responses: - self.reset_watchdog() if not response.results: continue asyncio.run_coroutine_threadsafe( From 0bdbc83ed947789de56e2ed730e66d56c29b572b Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 8 Jul 2025 11:37:45 -0700 Subject: [PATCH 25/69] Package updates to run the release evals --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 8f890c28b..6410dd614 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,7 +32,7 @@ dependencies = [ "pyloudnorm~=0.1.1", "resampy~=0.4.3", "soxr~=0.5.0", - "openai~=1.70.0", + "openai~=1.74.0", ] [project.urls] @@ -79,7 +79,7 @@ perplexity = [] playht = [ "pyht~=0.1.12", "websockets~=13.1" ] qwen = [] rime = [ "websockets~=13.1" ] -riva = [ "nvidia-riva-client~=2.19.1" ] +riva = [ "nvidia-riva-client~=2.21.1" ] sambanova = [] sentry = [ "sentry-sdk~=2.23.1" ] local-smart-turn = [ "coremltools>=8.0", "transformers", "torch==2.5.0", "torchaudio==2.5.0" ] From d98b6b418d114c8efa4db3c9e1e937c79fd5b642 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Tue, 8 Jul 2025 12:39:44 -0700 Subject: [PATCH 26/69] Release prep for 0.0.75 (#2169) * Update CHANGELOG for 0.0.75 release * Add RTVI changes to CHANGELOG * Update CHANGELOG, add deprecation directives to rtvi.py --------- Co-authored-by: mattie ruth backman --- CHANGELOG.md | 24 +++- src/pipecat/processors/frameworks/rtvi.py | 136 +++++++++------------- 2 files changed, 80 insertions(+), 80 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 5c4c300ca..c371bb082 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,7 +5,7 @@ All notable changes to **Pipecat** will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). -## [Unreleased] +## [0.0.75] - 2025-07-08 ### Added @@ -25,6 +25,28 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed +- Updated `RTVIObserver` and `RTVIProcessor` to match the new RTVI 1.0.0 protocol. + This includes: + + - Deprecating support for all messages related to service configuaration and + actions. + - Adding support for obtaining and logging data about client, including its + RTVI version and optionally included system information (OS/browser/etc.) + - Adding support for handling the new `client-message` RTVI message through + either a `on_client_message` event handler or listening for a new + `RTVIClientMessageFrame` + - Adding support for responding to a `client-message` with a `server-response` + via either a direct call on the `RTVIProcessor` or via pushing a new + `RTVIServerResponseFrame` + - Adding built-in support for handling the new `append-to-context` RTVI message + which allows a client to add to the user or assistant llm context. No extra + code is required for supporting this behavior. + - Updating all JavaScript and React client RTVI examples to use versions 1.0.0 + of the clients. + + Get started migrating to RTVI protocol 1.0.0 by following the migration guide: + https://docs.pipecat.ai/client/migration-guide + - Refactored `AWSBedrockLLMService` and `AWSPollyTTSService` to work asynchronously using `aioboto3` instead of the `boto3` library. diff --git a/src/pipecat/processors/frameworks/rtvi.py b/src/pipecat/processors/frameworks/rtvi.py index a1fc9e128..06b0e0c62 100644 --- a/src/pipecat/processors/frameworks/rtvi.py +++ b/src/pipecat/processors/frameworks/rtvi.py @@ -93,10 +93,9 @@ class RTVIServiceOption(BaseModel): Defines a configurable option that can be set for an RTVI service, including its name, type, and handler function. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -112,10 +111,9 @@ class RTVIService(BaseModel): Represents a service that can be configured and used within the RTVI protocol, containing a name and list of configurable options. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -135,10 +133,9 @@ class RTVIActionArgumentData(BaseModel): Contains the name and value of an argument passed to an RTVI action. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -150,10 +147,9 @@ class RTVIActionArgument(BaseModel): Specifies the name and expected type of an argument for an RTVI action. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -166,10 +162,9 @@ class RTVIAction(BaseModel): Represents an action that can be executed within the RTVI protocol, including its service, name, arguments, and handler function. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -194,10 +189,9 @@ class RTVIServiceOptionConfig(BaseModel): Contains the name and value to set for a specific service option. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -209,10 +203,9 @@ class RTVIServiceConfig(BaseModel): Contains the service name and list of option configurations to apply. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -224,10 +217,9 @@ class RTVIConfig(BaseModel): Contains the full configuration for all RTVI services. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIServiceConfig] @@ -244,10 +236,9 @@ class RTVIUpdateConfig(BaseModel): Contains new configuration settings and whether to interrupt the bot. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIServiceConfig] @@ -259,10 +250,9 @@ class RTVIActionRunArgument(BaseModel): Contains the name and value of an argument to pass to an action. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ name: str @@ -274,10 +264,9 @@ class RTVIActionRun(BaseModel): Contains the service, action name, and optional arguments. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ service: str @@ -293,10 +282,9 @@ class RTVIActionFrame(DataFrame): rtvi_action_run: The action to execute. message_id: Optional message ID for response correlation. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ rtvi_action_run: RTVIActionRun @@ -431,10 +419,9 @@ class RTVIDescribeConfigData(BaseModel): Contains the list of available services and their options. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ config: List[RTVIService] @@ -445,10 +432,9 @@ class RTVIDescribeConfig(BaseModel): Sent in response to a describe-config request. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -462,10 +448,9 @@ class RTVIDescribeActionsData(BaseModel): Contains the list of available actions that can be executed. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ actions: List[RTVIAction] @@ -476,10 +461,9 @@ class RTVIDescribeActions(BaseModel): Sent in response to a describe-actions request. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -493,10 +477,9 @@ class RTVIConfigResponse(BaseModel): Sent in response to a get-config request. - DEPRECATED. - - Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Pipeline Configuration has been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -510,10 +493,9 @@ class RTVIActionResponseData(BaseModel): Contains the result of executing an action. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ result: ActionResult @@ -524,10 +506,9 @@ class RTVIActionResponse(BaseModel): Sent after successfully executing an action. - DEPRECATED. - - Actions have been removed as part of the RTVI protocol 1.0.0. - Use custom client and server messages instead. + .. deprecated:: 0.0.75 + Actions have been removed as part of the RTVI protocol 1.0.0. + Use custom client and server messages instead. """ label: RTVIMessageLiteral = RTVI_MESSAGE_LABEL @@ -1278,9 +1259,6 @@ class RTVIProcessor(FrameProcessor): function_name: Name of the function being called. llm: The LLM processor making the call. context: The LLM context. - - Note: - This method is deprecated. Use handle_function_call() instead. """ import warnings From c0ed061ff5d421a9766f0a1d71079c5e5973da9a Mon Sep 17 00:00:00 2001 From: Captain Caius <241342+captaincaius@users.noreply.github.com> Date: Tue, 8 Jul 2025 13:40:26 -0700 Subject: [PATCH 27/69] fix nextjs webhook example num_endpoints null check --- .../nextjs-webhook-server/pages/api/dial.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/deployment/pipecat-cloud-daily-pstn-server/nextjs-webhook-server/pages/api/dial.js b/examples/deployment/pipecat-cloud-daily-pstn-server/nextjs-webhook-server/pages/api/dial.js index 42bb21467..dc7e3d1cf 100644 --- a/examples/deployment/pipecat-cloud-daily-pstn-server/nextjs-webhook-server/pages/api/dial.js +++ b/examples/deployment/pipecat-cloud-daily-pstn-server/nextjs-webhook-server/pages/api/dial.js @@ -103,7 +103,7 @@ export default async function handler(req, res) { const sip_config = { display_name: From, sip_mode: 'dial-in', - num_endpoints: call_transfer !== null ? 2 : 1, + num_endpoints: (call_transfer !== undefined && call_transfer !== null) ? 2 : 1, codecs: {"audio": ["OPUS"]}, }; daily_room_properties.sip = sip_config; From dc47516e14d6c82708db4077c83923d1103fc88f Mon Sep 17 00:00:00 2001 From: matejmarinko-soniox Date: Wed, 9 Jul 2025 08:04:59 +0200 Subject: [PATCH 28/69] Update src/pipecat/services/soniox/config.py Co-authored-by: Mark Backman --- src/pipecat/services/soniox/config.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pipecat/services/soniox/config.py b/src/pipecat/services/soniox/config.py index 862b573f9..2980a9e81 100644 --- a/src/pipecat/services/soniox/config.py +++ b/src/pipecat/services/soniox/config.py @@ -14,7 +14,7 @@ from pipecat.transcriptions.language import Language class SonioxInputParams(BaseModel): """Real-time transcription settings. - Attributes: + Parameters: languages: List of language codes to use for transcription code_switching: Whether to auto-detect language changes during transcription """ From 8daaea5969c0a314d2104b24a83b465ea3ea228c Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 09:03:02 +0200 Subject: [PATCH 29/69] Minor code cleanup --- src/pipecat/services/soniox/__init__.py | 13 ------ src/pipecat/services/soniox/stt.py | 55 +++---------------------- 2 files changed, 5 insertions(+), 63 deletions(-) diff --git a/src/pipecat/services/soniox/__init__.py b/src/pipecat/services/soniox/__init__.py index c74b1c218..e69de29bb 100644 --- a/src/pipecat/services/soniox/__init__.py +++ b/src/pipecat/services/soniox/__init__.py @@ -1,13 +0,0 @@ -# -# Copyright (c) 2024–2025, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -import sys - -from pipecat.services import DeprecatedModuleProxy - -from .stt import * - -sys.modules[__name__] = DeprecatedModuleProxy(globals(), "soniox", "soniox.stt") diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index b119a4265..e598422a9 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -87,7 +87,7 @@ class SonioxSTTService(STTService): api_key: str, url: str = "wss://stt-rt.soniox.com/transcribe-websocket", sample_rate: Optional[int] = None, - params: SonioxInputParams = SonioxInputParams(), + params: Optional[SonioxInputParams] = None, enable_vad: bool = True, auto_finalize_delay_ms: Optional[int] = 3000, **kwargs, @@ -98,6 +98,7 @@ class SonioxSTTService(STTService): api_key: Soniox API key. url: Soniox WebSocket API URL. model: Transcription model to use. + sample_rate: Audio sample rate. If None, uses value from `params`. params: Additional configuration parameters, such as language hints, context and speaker diarization. enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. @@ -109,6 +110,7 @@ class SonioxSTTService(STTService): """ sample_rate = sample_rate or (params.sample_rate if params.sample_rate else None) super().__init__(sample_rate=sample_rate, **kwargs) + params = params or SonioxInputParams() self._api_key = api_key self._url = url @@ -123,7 +125,6 @@ class SonioxSTTService(STTService): self._receive_task = None self._keepalive_task = None - self._finalize_if_no_tokens_task = None async def start(self, frame: StartFrame): """Start the Soniox STT websocket connection.""" @@ -158,14 +159,6 @@ class SonioxSTTService(STTService): self._receive_task = self.create_task(self._receive_task_handler()) if self._websocket and not self._keepalive_task: self._keepalive_task = self.create_task(self._keepalive_task_handler()) - if ( - self._websocket - and not self._finalize_if_no_tokens_task - and self._auto_finalize_delay_ms is not None - ): - self._finalize_if_no_tokens_task = self.create_task( - self._finalize_if_no_tokens_task_handler() - ) async def _cleanup(self): if self._keepalive_task: @@ -176,10 +169,6 @@ class SonioxSTTService(STTService): await self._websocket.close() self._websocket = None - if self._finalize_if_no_tokens_task: - await self.cancel_task(self._finalize_if_no_tokens_task) - self._finalize_if_no_tokens_task = None - if self._receive_task: # Task cannot cancel itself. If task called _cleanup() we expect it to cancel itself. if self._receive_task != asyncio.current_task(): @@ -260,7 +249,7 @@ class SonioxSTTService(STTService): await self.push_frame( TranscriptionFrame( self._final_transcription_buffer, - "", + self._user_id, time_now_iso8601(), ) ) @@ -300,7 +289,7 @@ class SonioxSTTService(STTService): # Even final tokens are sent as interim tokens as we want to send # nicely formatted messages - therefore waiting for the endpoint. self._final_transcription_buffer + non_final_transcription, - "", + self._user_id, time_now_iso8601(), ) ) @@ -333,37 +322,3 @@ class SonioxSTTService(STTService): except Exception as e: logger.error(f"{self} error: {e}") await self.push_error(ErrorFrame(f"{self} error: {e}")) - - async def _finalize_if_no_tokens_task_handler(self): - """Call finalize if no new tokens are received for a configured duration.""" - if not self._websocket or self._websocket.closed or self._auto_finalize_delay_ms is None: - return - - try: - while True: - await asyncio.sleep(0.5) - - if not self._websocket or self._websocket.closed: - break - - # Check if we have anything to send. - if not self._final_transcription_buffer: - continue - - # Check if enough time has passed since the last tokens were received. - if self._last_tokens_received: - last_token_age_ms = (time.time() - self._last_tokens_received) * 1000 - - if last_token_age_ms > self._auto_finalize_delay_ms: - # No new tokens received for a while, finalize the transcription. - logger.debug("No pending frames, sending finalize message") - self._last_tokens_received = None - await self._websocket.send(FINALIZE_MESSAGE) - except websockets.exceptions.ConnectionClosed: - # Expected when closing the connection. - pass - except Exception as e: - logger.error(f"{self} error (_finalize_if_no_tokens_task_handler): {e}") - await self.push_error( - ErrorFrame(f"{self} error (_finalize_if_no_tokens_task_handler): {e}") - ) From 3cdaeb719a0c8c480e9fab7dd3d5876f351cdcde Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 09:28:43 +0200 Subject: [PATCH 30/69] Update examples to new format --- .../foundational/07za-interruptible-soniox.py | 54 +++++++++---------- ...ription.py => 13i-soniox-transcription.py} | 38 +++++++------ src/pipecat/services/soniox/stt.py | 4 +- 3 files changed, 50 insertions(+), 46 deletions(-) rename examples/foundational/{13f-soniox-transcription.py => 13i-soniox-transcription.py} (67%) diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/foundational/07za-interruptible-soniox.py index f3b3487d7..d909d5e1d 100644 --- a/examples/foundational/07za-interruptible-soniox.py +++ b/examples/foundational/07za-interruptible-soniox.py @@ -20,33 +20,36 @@ from pipecat.services.openai.llm import OpenAILLMService from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.soniox.stt import SonioxSTTService from pipecat.transcriptions.language import Language -from pipecat.transports.base_transport import TransportParams -from pipecat.transports.network.small_webrtc import SmallWebRTCTransport -from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection +from pipecat.transports.base_transport import BaseTransport, TransportParams +from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams +from pipecat.transports.services.daily import DailyParams load_dotenv(override=True) +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), +} -async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace): + +async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_sigint: bool): logger.info(f"Starting bot") - transport = SmallWebRTCTransport( - webrtc_connection=webrtc_connection, - params=TransportParams( - audio_in_enabled=True, - audio_out_enabled=True, - vad_analyzer=SileroVADAnalyzer(), - ), - ) - stt = SonioxSTTService( api_key=os.getenv("SONIOX_API_KEY"), - params=SonioxInputParams( - # Add language hints to improve transcription accuracy. Variants are ignored. - # For example "en-GB" will be treated same as "en". - # List of supported languages: https://soniox.com/docs/speech-to-text/core-concepts/supported-languages - language_hints=[Language.EN, Language.ES, Language.JA, Language.ZH], - ), ) tts = CartesiaTTSService( @@ -77,14 +80,11 @@ async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespac context_aggregator.assistant(), # Assistant spoken responses ] ) - task = PipelineTask( pipeline, params=PipelineParams( - allow_interruptions=True, enable_metrics=True, enable_usage_metrics=True, - report_only_initial_ttfb=True, ), ) @@ -98,18 +98,14 @@ async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespac @transport.event_handler("on_client_disconnected") async def on_client_disconnected(transport, client): logger.info(f"Client disconnected") - - @transport.event_handler("on_client_closed") - async def on_client_closed(transport, client): - logger.info(f"Client closed connection") await task.cancel() - runner = PipelineRunner(handle_sigint=False) + runner = PipelineRunner(handle_sigint=handle_sigint) await runner.run(task) if __name__ == "__main__": - from run import main + from pipecat.examples.run import main - main() + main(run_example, transport_params=transport_params) diff --git a/examples/foundational/13f-soniox-transcription.py b/examples/foundational/13i-soniox-transcription.py similarity index 67% rename from examples/foundational/13f-soniox-transcription.py rename to examples/foundational/13i-soniox-transcription.py index 6e9d356f3..12760846c 100644 --- a/examples/foundational/13f-soniox-transcription.py +++ b/examples/foundational/13i-soniox-transcription.py @@ -10,6 +10,7 @@ import os from dotenv import load_dotenv from loguru import logger +from pipecat.audio.vad.silero import SileroVADAnalyzer from pipecat.frames.frames import Frame, TranscriptionFrame from pipecat.pipeline.pipeline import Pipeline from pipecat.pipeline.runner import PipelineRunner @@ -18,9 +19,11 @@ from pipecat.processors.frame_processor import FrameDirection, FrameProcessor from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.soniox.stt import SonioxSTTService from pipecat.transcriptions.language import Language -from pipecat.transports.base_transport import TransportParams +from pipecat.transports.base_transport import BaseTransport, TransportParams +from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams from pipecat.transports.network.small_webrtc import SmallWebRTCTransport from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection +from pipecat.transports.services.daily import DailyParams load_dotenv(override=True) @@ -33,22 +36,27 @@ class TranscriptionLogger(FrameProcessor): print(f"Transcription: {frame.text}") -async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace): - logger.info(f"Starting bot") +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), +} - transport = SmallWebRTCTransport( - webrtc_connection=webrtc_connection, - params=TransportParams(audio_in_enabled=True), - ) + +async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_sigint: bool): + logger.info(f"Starting bot") stt = SonioxSTTService( api_key=os.getenv("SONIOX_API_KEY"), - params=SonioxInputParams( - # Add language hints to improve transcription accuracy. Variants are ignored. - # For example "en-GB" will be treated same as "en". - # List of supported languages: https://soniox.com/docs/speech-to-text/core-concepts/supported-languages - language_hints=[Language.EN, Language.ES, Language.JA, Language.ZH], - ), ) tl = TranscriptionLogger() @@ -72,6 +80,6 @@ async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespac if __name__ == "__main__": - from run import main + from pipecat.examples.run import main - main() + main(run_example, transport_params=transport_params) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index e598422a9..85b755d7e 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -88,7 +88,7 @@ class SonioxSTTService(STTService): url: str = "wss://stt-rt.soniox.com/transcribe-websocket", sample_rate: Optional[int] = None, params: Optional[SonioxInputParams] = None, - enable_vad: bool = True, + enable_vad: bool = False, auto_finalize_delay_ms: Optional[int] = 3000, **kwargs, ): @@ -108,7 +108,7 @@ class SonioxSTTService(STTService): to `None`, the auto finalize feature is disabled. **kwargs: Additional arguments passed to the STTService. """ - sample_rate = sample_rate or (params.sample_rate if params.sample_rate else None) + sample_rate = sample_rate or (params.sample_rate if params and params.sample_rate else None) super().__init__(sample_rate=sample_rate, **kwargs) params = params or SonioxInputParams() From 7becce9e8cef5e239121f3ad3a65e4850523852a Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 09:37:58 +0200 Subject: [PATCH 31/69] Add transcript tracing --- src/pipecat/services/soniox/stt.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 85b755d7e..547cb4e79 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -26,6 +26,7 @@ from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.stt_service import STTService from pipecat.transcriptions.language import Language from pipecat.utils.time import time_now_iso8601 +from pipecat.utils.tracing.service_decorators import traced_stt try: import websockets @@ -203,6 +204,13 @@ class SonioxSTTService(STTService): yield None + @traced_stt + async def _handle_transcription( + self, transcript: str, is_final: bool, language: Optional[Language] = None + ): + """Handle a transcription result with tracing.""" + pass + async def process_frame(self, frame: Frame, direction: FrameDirection): """Processes a frame of audio data, either buffering or transcribing it.""" await super().process_frame(frame, direction) @@ -253,6 +261,8 @@ class SonioxSTTService(STTService): time_now_iso8601(), ) ) + await self._handle_transcription(self._final_transcription_buffer, is_final=True) + await self.stop_processing_metrics() self._final_transcription_buffer = "" try: From 98e24131bd24fd81b2910c390820b9716d7cbf2e Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 09:59:04 +0200 Subject: [PATCH 32/69] Send raw result --- src/pipecat/services/soniox/stt.py | 36 +++++++++++++++++++----------- 1 file changed, 23 insertions(+), 13 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 547cb4e79..b5a582286 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -121,7 +121,7 @@ class SonioxSTTService(STTService): self._auto_finalize_delay_ms = auto_finalize_delay_ms self._websocket = None - self._final_transcription_buffer = "" + self._final_transcription_buffer = [] self._last_tokens_received: Optional[float] = None self._receive_task = None @@ -250,20 +250,22 @@ class SonioxSTTService(STTService): return # Transcription frame will be only sent after we get the "endpoint" event. - self._final_transcription_buffer = "" + self._final_transcription_buffer = [] async def send_endpoint_transcript(): if self._final_transcription_buffer: + text = "".join(map(lambda token: token["text"], self._final_transcription_buffer)) await self.push_frame( TranscriptionFrame( - self._final_transcription_buffer, - self._user_id, - time_now_iso8601(), + text=text, + user_id=self._user_id, + timestamp=time_now_iso8601(), + result=self._final_transcription_buffer, ) ) - await self._handle_transcription(self._final_transcription_buffer, is_final=True) + await self._handle_transcription(text, is_final=True) await self.stop_processing_metrics() - self._final_transcription_buffer = "" + self._final_transcription_buffer = [] try: async for message in self._websocket: @@ -280,7 +282,7 @@ class SonioxSTTService(STTService): self._last_tokens_received = time.time() # We will only send the final tokens after we get the "endpoint" event. - non_final_transcription = "" + non_final_transcription = [] for token in tokens: if token["is_final"]: @@ -289,18 +291,26 @@ class SonioxSTTService(STTService): # the rest will be sent as interim tokens (even final tokens). await send_endpoint_transcript() else: - self._final_transcription_buffer += token["text"] + self._final_transcription_buffer.append(token) else: - non_final_transcription += token["text"] + non_final_transcription.append(token) if self._final_transcription_buffer or non_final_transcription: + final_text = "".join( + map(lambda token: token["text"], self._final_transcription_buffer) + ) + non_final_text = "".join( + map(lambda token: token["text"], non_final_transcription) + ) + await self.push_frame( InterimTranscriptionFrame( # Even final tokens are sent as interim tokens as we want to send # nicely formatted messages - therefore waiting for the endpoint. - self._final_transcription_buffer + non_final_transcription, - self._user_id, - time_now_iso8601(), + text=final_text + non_final_text, + user_id=self._user_id, + timestamp=time_now_iso8601(), + result=self._final_transcription_buffer + non_final_transcription, ) ) From c093eb5b636ccf245ac1ae7318c726543059b97f Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 10:20:37 +0200 Subject: [PATCH 33/69] Move config to main file --- .../foundational/07za-interruptible-soniox.py | 2 -- .../foundational/13i-soniox-transcription.py | 4 --- src/pipecat/services/soniox/config.py | 36 ------------------- src/pipecat/services/soniox/stt.py | 27 +++++++++++++- 4 files changed, 26 insertions(+), 43 deletions(-) delete mode 100644 src/pipecat/services/soniox/config.py diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/foundational/07za-interruptible-soniox.py index d909d5e1d..a879821a2 100644 --- a/examples/foundational/07za-interruptible-soniox.py +++ b/examples/foundational/07za-interruptible-soniox.py @@ -17,9 +17,7 @@ from pipecat.pipeline.task import PipelineParams, PipelineTask from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext from pipecat.services.cartesia.tts import CartesiaTTSService from pipecat.services.openai.llm import OpenAILLMService -from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.soniox.stt import SonioxSTTService -from pipecat.transcriptions.language import Language from pipecat.transports.base_transport import BaseTransport, TransportParams from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams from pipecat.transports.services.daily import DailyParams diff --git a/examples/foundational/13i-soniox-transcription.py b/examples/foundational/13i-soniox-transcription.py index 12760846c..5bec62f28 100644 --- a/examples/foundational/13i-soniox-transcription.py +++ b/examples/foundational/13i-soniox-transcription.py @@ -16,13 +16,9 @@ from pipecat.pipeline.pipeline import Pipeline from pipecat.pipeline.runner import PipelineRunner from pipecat.pipeline.task import PipelineTask from pipecat.processors.frame_processor import FrameDirection, FrameProcessor -from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.soniox.stt import SonioxSTTService -from pipecat.transcriptions.language import Language from pipecat.transports.base_transport import BaseTransport, TransportParams from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams -from pipecat.transports.network.small_webrtc import SmallWebRTCTransport -from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection from pipecat.transports.services.daily import DailyParams load_dotenv(override=True) diff --git a/src/pipecat/services/soniox/config.py b/src/pipecat/services/soniox/config.py deleted file mode 100644 index 2980a9e81..000000000 --- a/src/pipecat/services/soniox/config.py +++ /dev/null @@ -1,36 +0,0 @@ -# -# Copyright (c) 2024–2025, Daily -# -# SPDX-License-Identifier: BSD 2-Clause License -# - -from typing import List, Optional - -from pydantic import BaseModel - -from pipecat.transcriptions.language import Language - - -class SonioxInputParams(BaseModel): - """Real-time transcription settings. - - Parameters: - languages: List of language codes to use for transcription - code_switching: Whether to auto-detect language changes during transcription - """ - - model: str = "stt-rt-preview" - - audio_format: Optional[str] = "pcm_s16le" - num_channels: Optional[int] = 1 - sample_rate: Optional[int] = 16000 - - language_hints: Optional[List[Language]] = None - context: Optional[str] = None - - enable_non_final_tokens: Optional[bool] = True - max_non_final_tokens_duration_ms: Optional[int] = None - - enable_endpoint_detection: Optional[bool] = True - - client_reference_id: Optional[str] = None diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index b5a582286..9a85eaa6c 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -10,6 +10,7 @@ import time from typing import AsyncGenerator, List, Optional from loguru import logger +from pydantic import BaseModel from pipecat.frames.frames import ( CancelFrame, @@ -22,7 +23,6 @@ from pipecat.frames.frames import ( UserStoppedSpeakingFrame, ) from pipecat.processors.frame_processor import FrameDirection -from pipecat.services.soniox.config import SonioxInputParams from pipecat.services.stt_service import STTService from pipecat.transcriptions.language import Language from pipecat.utils.time import time_now_iso8601 @@ -45,6 +45,31 @@ END_TOKEN = "" FINALIZED_TOKEN = "" +class SonioxInputParams(BaseModel): + """Real-time transcription settings. + + Parameters: + languages: List of language codes to use for transcription + code_switching: Whether to auto-detect language changes during transcription + """ + + model: str = "stt-rt-preview" + + audio_format: Optional[str] = "pcm_s16le" + num_channels: Optional[int] = 1 + sample_rate: Optional[int] = 16000 + + language_hints: Optional[List[Language]] = None + context: Optional[str] = None + + enable_non_final_tokens: Optional[bool] = True + max_non_final_tokens_duration_ms: Optional[int] = None + + enable_endpoint_detection: Optional[bool] = True + + client_reference_id: Optional[str] = None + + def is_end_token(token: dict) -> bool: """Determine if a token is an end token.""" return token["text"] == END_TOKEN or token["text"] == FINALIZED_TOKEN From 61ac77be729a005dfc166a34d46131f4731bd038 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 9 Jul 2025 11:59:45 +0200 Subject: [PATCH 34/69] Update docs --- src/pipecat/services/soniox/stt.py | 41 +++++++++++++++++++++++++----- 1 file changed, 35 insertions(+), 6 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 9a85eaa6c..adcc63601 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -49,8 +49,15 @@ class SonioxInputParams(BaseModel): """Real-time transcription settings. Parameters: - languages: List of language codes to use for transcription - code_switching: Whether to auto-detect language changes during transcription + model: Model to use for transcription. + audio_format: Audio format to use for transcription. + num_channels: Number of channels to use for transcription. + language_hints: List of language hints to use for transcription. + context: Customization for transcription. + enable_non_final_tokens: Whether to enable non-final tokens. If false, only final tokens will be returned. + max_non_final_tokens_duration_ms: Maximum duration of non-final tokens. + enable_endpoint_detection: Whether to enable endpoint detection. User will receive interim transcription until the endpoint is detected. + client_reference_id: Client reference ID to use for transcription. """ model: str = "stt-rt-preview" @@ -123,7 +130,6 @@ class SonioxSTTService(STTService): Args: api_key: Soniox API key. url: Soniox WebSocket API URL. - model: Transcription model to use. sample_rate: Audio sample rate. If None, uses value from `params`. params: Additional configuration parameters, such as language hints, context and speaker diarization. @@ -153,7 +159,11 @@ class SonioxSTTService(STTService): self._keepalive_task = None async def start(self, frame: StartFrame): - """Start the Soniox STT websocket connection.""" + """Start the Soniox STT websocket connection. + + Args: + frame: The start frame containing initialization parameters. + """ await super().start(frame) if self._websocket: return @@ -206,6 +216,9 @@ class SonioxSTTService(STTService): Stopping waits for the server to close the connection as we might receive additional final tokens after sending the stop recording message. + + Args: + frame: The end frame. """ await super().stop(frame) await self._send_stop_recording() @@ -216,12 +229,22 @@ class SonioxSTTService(STTService): Compared to stop, this method closes the connection immediately without waiting for the server to close it. This is useful when we want to stop the connection immediately without waiting for the server to send any final tokens. + + Args: + frame: The cancel frame. """ await super().cancel(frame) await self._cleanup() async def run_stt(self, audio: bytes) -> AsyncGenerator[Frame, None]: - """Send audio data to Soniox STT Service.""" + """Send audio data to Soniox STT Service. + + Args: + audio: Raw audio bytes to transcribe. + + Yields: + Frame: None (transcription results come via WebSocket callbacks). + """ await self.start_processing_metrics() if self._websocket and not self._websocket.closed: await self._websocket.send(audio) @@ -237,7 +260,12 @@ class SonioxSTTService(STTService): pass async def process_frame(self, frame: Frame, direction: FrameDirection): - """Processes a frame of audio data, either buffering or transcribing it.""" + """Processes a frame of audio data, either buffering or transcribing it. + + Args: + frame: The frame to process. + direction: The direction of frame processing. + """ await super().process_frame(frame, direction) if isinstance(frame, UserStoppedSpeakingFrame) and self._enable_vad: @@ -247,6 +275,7 @@ class SonioxSTTService(STTService): logger.debug(f"Triggered finalize event on: {frame.name=}, {direction=}") async def _send_stop_recording(self): + """Send stop recording message to Soniox.""" if self._websocket and not self._websocket.closed: # Send stop recording message await self._websocket.send("") From 4e61fd33ead2897724feb1fe4680cdff2e859e35 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 9 Jul 2025 11:18:40 -0700 Subject: [PATCH 35/69] Add docstring checking to .pre-commit-config.yaml --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index d48d8bb8c..50d0abee9 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,5 +4,5 @@ repos: hooks: - id: ruff language_version: python3 - args: [ --select, I, ] + args: [--select, D, I] - id: ruff-format From a48f5d5796bb00eae0b790e9ce3ac52fa9a42bb2 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Wed, 9 Jul 2025 11:48:17 -0700 Subject: [PATCH 36/69] Make fix-ruff.sh more flexible, use pyproject rules --- scripts/fix-ruff.sh | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/scripts/fix-ruff.sh b/scripts/fix-ruff.sh index d913ffb65..9af02c48b 100755 --- a/scripts/fix-ruff.sh +++ b/scripts/fix-ruff.sh @@ -1,5 +1,10 @@ -ruff format src -ruff format examples -ruff format tests -ruff format scripts -ruff check --select I,D --fix \ No newline at end of file + +#!/bin/bash + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +PROJECT_ROOT="$(dirname "$SCRIPT_DIR")" + +echo "Running ruff format..." +ruff format "$PROJECT_ROOT" +echo "Running ruff check..." +ruff check --fix "$PROJECT_ROOT" From f0d8499f7e0a1df54aae015b5b79f9e8600efe8c Mon Sep 17 00:00:00 2001 From: carolin-tavus Date: Tue, 8 Jul 2025 16:28:59 +0000 Subject: [PATCH 37/69] feat: avoid checking microphone enabled --- src/pipecat/transports/services/tavus.py | 30 ------------------------ 1 file changed, 30 deletions(-) diff --git a/src/pipecat/transports/services/tavus.py b/src/pipecat/transports/services/tavus.py index 060c0ec61..10ae001e0 100644 --- a/src/pipecat/transports/services/tavus.py +++ b/src/pipecat/transports/services/tavus.py @@ -127,35 +127,6 @@ class TavusApi: logger.debug(f"Fetched Tavus persona: {response}") return response["persona_name"] - async def _validate_persona(self, persona_id: str): - """Validate that the persona's microphone is enabled. - - Args: - persona_id: ID of the persona to validate. - """ - if self._dev_room_url is not None: - return - - url = f"{self.BASE_URL}/personas/{persona_id}" - async with self._session.get(url, headers=self._headers) as r: - r.raise_for_status() - response = await r.json() - logger.debug(f"Fetched Tavus persona: {response}") - try: - transport_settings = response.get("layers", {}).get("transport", {}) - microphone_enabled = transport_settings.get("input_settings", {}).get( - "microphone", "" - ) - if microphone_enabled != "enabled": - raise Exception( - "Microphone is not enabled for this persona. Please update the persona or use the persona pipecat-stream." - ) - except Exception as e: - logger.error(f"Error validating persona {persona_id}: {e}") - raise e - logger.info(f"Persona {persona_id} is valid") - return True - class TavusCallbacks(BaseModel): """Callback handlers for Tavus events. @@ -229,7 +200,6 @@ class TavusTransportClient: async def _initialize(self) -> str: """Initialize the conversation and return the room URL.""" - await self._api._validate_persona(self._persona_id) response = await self._api.create_conversation(self._replica_id, self._persona_id) self._conversation_id = response["conversation_id"] return response["conversation_url"] From a2468629102442a023d86da64c4dab65c32e8628 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Thu, 10 Jul 2025 11:40:50 -0700 Subject: [PATCH 38/69] run.py: Add example usage to the module docstring --- src/pipecat/examples/run.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/src/pipecat/examples/run.py b/src/pipecat/examples/run.py index be2834a28..afd7a86ac 100644 --- a/src/pipecat/examples/run.py +++ b/src/pipecat/examples/run.py @@ -9,6 +9,21 @@ This module provides a unified interface for running Pipecat examples across different transport types including Daily.co, WebRTC, and Twilio. It handles setup, configuration, and lifecycle management for each transport type. + +Example usage: + SmallWebRTCTransport:: + + python bot.py --transport webrtc + + DailyTransport:: + + python bot.py --transport daily + + Twilio:: + + python bot.py --transport twilio --proxy username.ngrok.io + # Note: Concurrently, run an ngrok tunnel to your local server: + # ngrok http 7860 """ import argparse From 2b867f1613f81d1e2200a53ebf02e71d5982a1c4 Mon Sep 17 00:00:00 2001 From: Paul Kompfner Date: Thu, 10 Jul 2025 14:36:17 -0400 Subject: [PATCH 39/69] Fix a pipeline freeze when using AWS Nova Sonic. The freeze occurs if the user starts speaking before we've finished sending the "trigger " audio (AWS Nova Sonic can only start speaking in response to a user utterance, so we have a simulated user utterance to "trigger" the bot speaking without the user having actually spoken first). --- CHANGELOG.md | 8 ++ src/pipecat/services/aws_nova_sonic/aws.py | 85 +++++++++++----------- 2 files changed, 52 insertions(+), 41 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index c371bb082..a77671228 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,14 @@ All notable changes to **Pipecat** will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [Unreleased] + +### Fixed + +- Fix a pipeline freeze when using AWS Nova Sonic, which would occur if the + user started early, while the bot was still working through + `trigger_assistant_response()`. + ## [0.0.75] - 2025-07-08 ### Added diff --git a/src/pipecat/services/aws_nova_sonic/aws.py b/src/pipecat/services/aws_nova_sonic/aws.py index 90c93fc39..7c8eb112c 100644 --- a/src/pipecat/services/aws_nova_sonic/aws.py +++ b/src/pipecat/services/aws_nova_sonic/aws.py @@ -474,7 +474,6 @@ class AWSNovaSonicLLMService(LLMService): # If we need to, send assistant response trigger (depends on self._connected_time) if self._triggering_assistant_response: await self._send_assistant_response_trigger() - self._triggering_assistant_response = False async def _disconnect(self): try: @@ -1105,7 +1104,6 @@ class AWSNovaSonicLLMService(LLMService): # Send the trigger audio, if we're fully connected and set up if self._connected_time is not None: await self._send_assistant_response_trigger() - self._triggering_assistant_response = False async def _send_assistant_response_trigger(self): if ( @@ -1113,46 +1111,51 @@ class AWSNovaSonicLLMService(LLMService): ): # should never happen return - logger.debug("Sending assistant response trigger...") + try: + logger.debug("Sending assistant response trigger...") - chunk_duration = 0.02 # what we might get from InputAudioRawFrame - chunk_size = int( - chunk_duration - * self._params.input_sample_rate - * self._params.input_channel_count - * (self._params.input_sample_size / 8) - ) # e.g. 0.02 seconds of 16-bit (2-byte) PCM mono audio at 16kHz is 640 bytes + chunk_duration = 0.02 # what we might get from InputAudioRawFrame + chunk_size = int( + chunk_duration + * self._params.input_sample_rate + * self._params.input_channel_count + * (self._params.input_sample_size / 8) + ) # e.g. 0.02 seconds of 16-bit (2-byte) PCM mono audio at 16kHz is 640 bytes - # Lead with a bit of blank audio, if needed. - # It seems like the LLM can't quite "hear" the first little bit of audio sent on a - # connection. - current_time = time.time() - max_blank_audio_duration = 0.5 - blank_audio_duration = ( - max_blank_audio_duration - (current_time - self._connected_time) - if self._connected_time is not None - and (current_time - self._connected_time) < max_blank_audio_duration - else None - ) - if blank_audio_duration: - logger.debug( - f"Leading assistant response trigger with {blank_audio_duration}s of blank audio" + # Lead with a bit of blank audio, if needed. + # It seems like the LLM can't quite "hear" the first little bit of audio sent on a + # connection. + current_time = time.time() + max_blank_audio_duration = 0.5 + blank_audio_duration = ( + max_blank_audio_duration - (current_time - self._connected_time) + if self._connected_time is not None + and (current_time - self._connected_time) < max_blank_audio_duration + else None ) - blank_audio_chunk = b"\x00" * chunk_size - num_chunks = int(blank_audio_duration / chunk_duration) - for _ in range(num_chunks): - await self._send_user_audio_event(blank_audio_chunk) - await asyncio.sleep(chunk_duration) + if blank_audio_duration: + logger.debug( + f"Leading assistant response trigger with {blank_audio_duration}s of blank audio" + ) + blank_audio_chunk = b"\x00" * chunk_size + num_chunks = int(blank_audio_duration / chunk_duration) + for _ in range(num_chunks): + await self._send_user_audio_event(blank_audio_chunk) + await asyncio.sleep(chunk_duration) - # Send trigger audio - # NOTE: this audio *will* be transcribed and eventually make it into the context. That's OK: - # if we ever need to seed this service again with context it would make sense to include it - # since the instruction (i.e. the "wait for the trigger" instruction) will be part of the - # context as well. - audio_chunks = [ - self._assistant_response_trigger_audio[i : i + chunk_size] - for i in range(0, len(self._assistant_response_trigger_audio), chunk_size) - ] - for chunk in audio_chunks: - await self._send_user_audio_event(chunk) - await asyncio.sleep(chunk_duration) + # Send trigger audio + # NOTE: this audio *will* be transcribed and eventually make it into the context. That's OK: + # if we ever need to seed this service again with context it would make sense to include it + # since the instruction (i.e. the "wait for the trigger" instruction) will be part of the + # context as well. + audio_chunks = [ + self._assistant_response_trigger_audio[i : i + chunk_size] + for i in range(0, len(self._assistant_response_trigger_audio), chunk_size) + ] + for chunk in audio_chunks: + await self._send_user_audio_event(chunk) + await asyncio.sleep(chunk_duration) + finally: + # We need to clean up in case sending the trigger was cancelled, e.g. in the case of a user interruption. + # (An asyncio.CancelledError would be raised in that case.) + self._triggering_assistant_response = False From 4e24b915cc9c36965ce5dc9628dc5c609b2431b3 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Thu, 10 Jul 2025 16:10:27 -0700 Subject: [PATCH 40/69] Update .pre-commit-config.yaml to use pyproject.toml linting rules --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 50d0abee9..3c198d362 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,5 +4,5 @@ repos: hooks: - id: ruff language_version: python3 - args: [--select, D, I] + args: [--fix] - id: ruff-format From b2ead325c421d49c94d04b5eb821c918a229b165 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Thu, 10 Jul 2025 21:50:35 -0300 Subject: [PATCH 41/69] Fixed an issue in ParallelPipeline that caused errors when attempting to drain the queues. --- CHANGELOG.md | 3 +++ src/pipecat/pipeline/parallel_pipeline.py | 13 +++++++++---- 2 files changed, 12 insertions(+), 4 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index a77671228..d3cb773f0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fixed an issue in ParallelPipeline that caused errors when attempting to drain + the queues. + - Fix a pipeline freeze when using AWS Nova Sonic, which would occur if the user started early, while the bot was still working through `trigger_assistant_response()`. diff --git a/src/pipecat/pipeline/parallel_pipeline.py b/src/pipecat/pipeline/parallel_pipeline.py index 250a3e989..9538e9ab4 100644 --- a/src/pipecat/pipeline/parallel_pipeline.py +++ b/src/pipecat/pipeline/parallel_pipeline.py @@ -273,12 +273,17 @@ class ParallelPipeline(BasePipeline): if not self._down_task: self._down_task = self.create_task(self._process_down_queue()) + async def _drain_queue(self, queue: asyncio.Queue): + try: + while not queue.empty(): + queue.get_nowait() + except asyncio.QueueEmpty: + logger.debug(f"Draining {self} queue already empty") + async def _drain_queues(self): """Drain all frames from upstream and downstream queues.""" - while not self._up_queue.empty: - await self._up_queue.get() - while not self._down_queue.empty: - await self._down_queue.get() + await self._drain_queue(self._up_queue) + await self._drain_queue(self._down_queue) async def _handle_interruption(self): """Handle interruption by cancelling tasks, draining queues, and restarting.""" From 1200aa4fb8b009a7b9bb48430d8172dd798d44d3 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Thu, 10 Jul 2025 21:56:34 -0300 Subject: [PATCH 42/69] Not creating InputAudioRawFrame in case we don't have bytes. --- src/pipecat/serializers/twilio.py | 10 +++++++++- src/pipecat/services/stt_service.py | 7 +++++++ 2 files changed, 16 insertions(+), 1 deletion(-) diff --git a/src/pipecat/serializers/twilio.py b/src/pipecat/serializers/twilio.py index 71ac60da5..5a5a9d0c2 100644 --- a/src/pipecat/serializers/twilio.py +++ b/src/pipecat/serializers/twilio.py @@ -13,7 +13,11 @@ from typing import Optional from loguru import logger from pydantic import BaseModel -from pipecat.audio.utils import create_stream_resampler, pcm_to_ulaw, ulaw_to_pcm +from pipecat.audio.utils import ( + create_stream_resampler, + pcm_to_ulaw, + ulaw_to_pcm, +) from pipecat.frames.frames import ( AudioRawFrame, CancelFrame, @@ -235,6 +239,10 @@ class TwilioFrameSerializer(FrameSerializer): deserialized_data = await ulaw_to_pcm( payload, self._twilio_sample_rate, self._sample_rate, self._input_resampler ) + if deserialized_data is None or len(deserialized_data) == 0: + # Ignoring in case we don't have audio + return None + audio_frame = InputAudioRawFrame( audio=deserialized_data, num_channels=1, sample_rate=self._sample_rate ) diff --git a/src/pipecat/services/stt_service.py b/src/pipecat/services/stt_service.py index 5aebe10f3..104be4810 100644 --- a/src/pipecat/services/stt_service.py +++ b/src/pipecat/services/stt_service.py @@ -152,6 +152,13 @@ class STTService(AIService): else: self._user_id = "" + if not frame.audio: + # Ignoring in case we don't have audio to transcribe. + logger.warning( + f"Empty audio frame received for STT service: {self.name} {frame.num_frames}" + ) + return + await self.process_generator(self.run_stt(frame.audio)) async def process_frame(self, frame: Frame, direction: FrameDirection): From f4f65024efbb088cd638d314354a58e69853b8ac Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Thu, 10 Jul 2025 21:57:25 -0300 Subject: [PATCH 43/69] Refactoring the test client to use the new version of the Pipecat Client SDK. --- .../client/typescript/package-lock.json | 563 +++++++++--------- .../client/typescript/package.json | 4 +- .../client/typescript/src/app.ts | 28 +- 3 files changed, 308 insertions(+), 287 deletions(-) diff --git a/examples/twilio-chatbot/client/typescript/package-lock.json b/examples/twilio-chatbot/client/typescript/package-lock.json index d7e58ef56..8bfcd32e8 100644 --- a/examples/twilio-chatbot/client/typescript/package-lock.json +++ b/examples/twilio-chatbot/client/typescript/package-lock.json @@ -9,8 +9,8 @@ "version": "1.0.0", "license": "ISC", "dependencies": { - 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"@rollup/rollup-android-arm-eabi": "4.43.0", - "@rollup/rollup-android-arm64": "4.43.0", - "@rollup/rollup-darwin-arm64": "4.43.0", - "@rollup/rollup-darwin-x64": "4.43.0", - "@rollup/rollup-freebsd-arm64": "4.43.0", - "@rollup/rollup-freebsd-x64": "4.43.0", - "@rollup/rollup-linux-arm-gnueabihf": "4.43.0", - "@rollup/rollup-linux-arm-musleabihf": "4.43.0", - "@rollup/rollup-linux-arm64-gnu": "4.43.0", - "@rollup/rollup-linux-arm64-musl": "4.43.0", - "@rollup/rollup-linux-loongarch64-gnu": "4.43.0", - "@rollup/rollup-linux-powerpc64le-gnu": "4.43.0", - "@rollup/rollup-linux-riscv64-gnu": "4.43.0", - "@rollup/rollup-linux-riscv64-musl": "4.43.0", - "@rollup/rollup-linux-s390x-gnu": "4.43.0", - "@rollup/rollup-linux-x64-gnu": "4.43.0", - "@rollup/rollup-linux-x64-musl": "4.43.0", - "@rollup/rollup-win32-arm64-msvc": "4.43.0", - "@rollup/rollup-win32-ia32-msvc": "4.43.0", - "@rollup/rollup-win32-x64-msvc": "4.43.0", + "@rollup/rollup-android-arm-eabi": "4.44.2", + "@rollup/rollup-android-arm64": "4.44.2", + "@rollup/rollup-darwin-arm64": "4.44.2", + "@rollup/rollup-darwin-x64": "4.44.2", + "@rollup/rollup-freebsd-arm64": "4.44.2", + "@rollup/rollup-freebsd-x64": "4.44.2", + "@rollup/rollup-linux-arm-gnueabihf": "4.44.2", + "@rollup/rollup-linux-arm-musleabihf": "4.44.2", + "@rollup/rollup-linux-arm64-gnu": "4.44.2", + "@rollup/rollup-linux-arm64-musl": "4.44.2", + "@rollup/rollup-linux-loongarch64-gnu": "4.44.2", + "@rollup/rollup-linux-powerpc64le-gnu": "4.44.2", + "@rollup/rollup-linux-riscv64-gnu": "4.44.2", + "@rollup/rollup-linux-riscv64-musl": "4.44.2", + "@rollup/rollup-linux-s390x-gnu": "4.44.2", + "@rollup/rollup-linux-x64-gnu": "4.44.2", + "@rollup/rollup-linux-x64-musl": "4.44.2", + "@rollup/rollup-win32-arm64-msvc": "4.44.2", + "@rollup/rollup-win32-ia32-msvc": "4.44.2", + "@rollup/rollup-win32-x64-msvc": "4.44.2", "fsevents": "~2.3.2" } }, diff --git a/examples/twilio-chatbot/client/typescript/package.json b/examples/twilio-chatbot/client/typescript/package.json index 4f107e789..43efdeb7d 100644 --- a/examples/twilio-chatbot/client/typescript/package.json +++ b/examples/twilio-chatbot/client/typescript/package.json @@ -19,7 +19,7 @@ "vite": "^6.0.2" }, "dependencies": { - "@pipecat-ai/client-js": "^0.4.0", - "@pipecat-ai/websocket-transport": "^0.4.2" + "@pipecat-ai/client-js": "^1.0.0", + "@pipecat-ai/websocket-transport": "^1.0.0" } } diff --git a/examples/twilio-chatbot/client/typescript/src/app.ts b/examples/twilio-chatbot/client/typescript/src/app.ts index 2bba9026b..56d6ba021 100644 --- a/examples/twilio-chatbot/client/typescript/src/app.ts +++ b/examples/twilio-chatbot/client/typescript/src/app.ts @@ -5,9 +5,11 @@ */ import { - RTVIClient, - RTVIClientOptions, - RTVIEvent, + BotLLMTextData, + Participant, + PipecatClient, + PipecatClientOptions, + RTVIEvent, RTVIMessage, TranscriptData, } from '@pipecat-ai/client-js'; import { WebSocketTransport, @@ -18,7 +20,7 @@ class WebsocketClientApp { private static STREAM_SID = 'ws_mock_stream_sid'; private static CALL_SID = 'ws_mock_call_sid'; - private rtviClient: RTVIClient | null = null; + private rtviClient: PipecatClient | null = null; private connectBtn: HTMLButtonElement | null = null; private disconnectBtn: HTMLButtonElement | null = null; private statusSpan: HTMLElement | null = null; @@ -122,7 +124,7 @@ class WebsocketClientApp { if (!this.rtviClient) return; // Listen for new tracks starting - this.rtviClient.on(RTVIEvent.TrackStarted, (track, participant) => { + this.rtviClient.on(RTVIEvent.TrackStarted, (track: MediaStreamTrack, participant?: Participant) => { // Only handle non-local (bot) tracks if (!participant?.local && track.kind === 'audio') { this.setupAudioTrack(track); @@ -130,7 +132,7 @@ class WebsocketClientApp { }); // Listen for tracks stopping - this.rtviClient.on(RTVIEvent.TrackStopped, (track, participant) => { + this.rtviClient.on(RTVIEvent.TrackStopped, (track: MediaStreamTrack, participant?: Participant) => { this.log( `Track stopped: ${track.kind} from ${participant?.name || 'unknown'}` ); @@ -167,7 +169,7 @@ class WebsocketClientApp { playerSampleRate: 8000, ws_url: 'http://localhost:8765/ws', }; - const RTVIConfig: RTVIClientOptions = { + const RTVIConfig: PipecatClientOptions = { transport: new WebSocketTransport(ws_opts), enableMic: true, enableCam: false, @@ -184,21 +186,21 @@ class WebsocketClientApp { if (this.disconnectBtn) this.disconnectBtn.disabled = true; this.log('Client disconnected'); }, - onBotReady: (data) => { + onBotReady: (data: any) => { this.log(`Bot ready: ${JSON.stringify(data)}`); this.setupMediaTracks(); }, - onUserTranscript: (data) => { + onUserTranscript: (data: TranscriptData) => { if (data.final) { this.log(`User: ${data.text}`); } }, - onBotTranscript: (data) => this.log(`Bot: ${data.text}`), - onMessageError: (error) => console.error('Message error:', error), - onError: (error) => console.error('Error:', error), + onBotTranscript: (data: BotLLMTextData) => this.log(`Bot: ${data.text}`), + onMessageError: (error: RTVIMessage) => console.error('Message error:', error), + onError: (error: RTVIMessage) => console.error('Error:', error), }, }; - this.rtviClient = new RTVIClient(RTVIConfig); + this.rtviClient = new PipecatClient(RTVIConfig); this.setupTrackListeners(); this.log('Initializing devices...'); From 650d45c1f4dbbc318e7a9d40dbb516684d4153b1 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Fri, 11 Jul 2025 08:27:06 +0200 Subject: [PATCH 44/69] Use single sample rate parameter --- src/pipecat/services/soniox/stt.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index adcc63601..5698139bf 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -48,6 +48,9 @@ FINALIZED_TOKEN = "" class SonioxInputParams(BaseModel): """Real-time transcription settings. + See Soniox WebSocket API documentation for more details: + https://soniox.com/docs/speech-to-text/api-reference/websocket-api#configuration-parameters + Parameters: model: Model to use for transcription. audio_format: Audio format to use for transcription. @@ -64,7 +67,6 @@ class SonioxInputParams(BaseModel): audio_format: Optional[str] = "pcm_s16le" num_channels: Optional[int] = 1 - sample_rate: Optional[int] = 16000 language_hints: Optional[List[Language]] = None context: Optional[str] = None @@ -130,7 +132,7 @@ class SonioxSTTService(STTService): Args: api_key: Soniox API key. url: Soniox WebSocket API URL. - sample_rate: Audio sample rate. If None, uses value from `params`. + sample_rate: Audio sample rate. params: Additional configuration parameters, such as language hints, context and speaker diarization. enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. @@ -140,7 +142,6 @@ class SonioxSTTService(STTService): to `None`, the auto finalize feature is disabled. **kwargs: Additional arguments passed to the STTService. """ - sample_rate = sample_rate or (params.sample_rate if params and params.sample_rate else None) super().__init__(sample_rate=sample_rate, **kwargs) params = params or SonioxInputParams() @@ -180,7 +181,7 @@ class SonioxSTTService(STTService): "audio_format": self._params.audio_format, "num_channels": self._params.num_channels or 1, "enable_endpoint_detection": self._params.enable_endpoint_detection, - "sample_rate": self._sample_rate, + "sample_rate": self.sample_rate, "language_hints": _prepare_language_hints(self._params.language_hints), "context": self._params.context, "enable_non_final_tokens": self._params.enable_non_final_tokens, From 2e84c91748e50b58b5d2939952a89a77912ba955 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Fri, 11 Jul 2025 08:52:39 +0200 Subject: [PATCH 45/69] Remove outdated parameter --- src/pipecat/services/soniox/stt.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index 5698139bf..ddf125256 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -124,7 +124,6 @@ class SonioxSTTService(STTService): sample_rate: Optional[int] = None, params: Optional[SonioxInputParams] = None, enable_vad: bool = False, - auto_finalize_delay_ms: Optional[int] = 3000, **kwargs, ): """Initialize the Soniox STT service. @@ -136,10 +135,6 @@ class SonioxSTTService(STTService): params: Additional configuration parameters, such as language hints, context and speaker diarization. enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. - auto_finalize_delay_ms: If no new tokens are received for a while and there is active - transcription (only InterimTranscriptionFrame), finalize the transcription by - sending the finalize message so user can receive the final transcript. If set - to `None`, the auto finalize feature is disabled. **kwargs: Additional arguments passed to the STTService. """ super().__init__(sample_rate=sample_rate, **kwargs) @@ -150,7 +145,6 @@ class SonioxSTTService(STTService): self.set_model_name(params.model) self._params = params self._enable_vad = enable_vad - self._auto_finalize_delay_ms = auto_finalize_delay_ms self._websocket = None self._final_transcription_buffer = [] From eaeb9e6efaa148cd0b56d538f355c7b270786c07 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 11 Jul 2025 09:51:38 -0300 Subject: [PATCH 46/69] Not creating InputAudioRawFrame in case we don't have bytes. Fixed for Pilvo, Exotel and Telnyx. --- src/pipecat/serializers/exotel.py | 3 +++ src/pipecat/serializers/plivo.py | 4 ++++ src/pipecat/serializers/telnyx.py | 4 ++++ 3 files changed, 11 insertions(+) diff --git a/src/pipecat/serializers/exotel.py b/src/pipecat/serializers/exotel.py index 81f0daf39..811146d60 100644 --- a/src/pipecat/serializers/exotel.py +++ b/src/pipecat/serializers/exotel.py @@ -144,6 +144,9 @@ class ExotelFrameSerializer(FrameSerializer): self._exotel_sample_rate, self._sample_rate, ) + if deserialized_data is None or len(deserialized_data) == 0: + # Ignoring in case we don't have audio + return None # Input: Exotel takes PCM data, so just resample to match sample_rate audio_frame = InputAudioRawFrame( diff --git a/src/pipecat/serializers/plivo.py b/src/pipecat/serializers/plivo.py index 1b2ebb57f..90b45bf3e 100644 --- a/src/pipecat/serializers/plivo.py +++ b/src/pipecat/serializers/plivo.py @@ -227,6 +227,10 @@ class PlivoFrameSerializer(FrameSerializer): deserialized_data = await ulaw_to_pcm( payload, self._plivo_sample_rate, self._sample_rate, self._input_resampler ) + if deserialized_data is None or len(deserialized_data) == 0: + # Ignoring in case we don't have audio + return None + audio_frame = InputAudioRawFrame( audio=deserialized_data, num_channels=1, sample_rate=self._sample_rate ) diff --git a/src/pipecat/serializers/telnyx.py b/src/pipecat/serializers/telnyx.py index 133c50dc9..435be5704 100644 --- a/src/pipecat/serializers/telnyx.py +++ b/src/pipecat/serializers/telnyx.py @@ -262,6 +262,10 @@ class TelnyxFrameSerializer(FrameSerializer): else: raise ValueError(f"Unsupported encoding: {self._params.outbound_encoding}") + if deserialized_data is None or len(deserialized_data) == 0: + # Ignoring in case we don't have audio + return None + audio_frame = InputAudioRawFrame( audio=deserialized_data, num_channels=1, sample_rate=self._sample_rate ) From 1a146c2a64a0bcc4edeaed5d1b6084b60606c9ea Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 11 Jul 2025 10:15:09 -0300 Subject: [PATCH 47/69] Not serializing a JSON in case we have no audio. --- src/pipecat/serializers/exotel.py | 4 ++++ src/pipecat/serializers/plivo.py | 4 ++++ src/pipecat/serializers/telnyx.py | 4 ++++ src/pipecat/serializers/twilio.py | 10 +++++----- 4 files changed, 17 insertions(+), 5 deletions(-) diff --git a/src/pipecat/serializers/exotel.py b/src/pipecat/serializers/exotel.py index 811146d60..3fd2fb92d 100644 --- a/src/pipecat/serializers/exotel.py +++ b/src/pipecat/serializers/exotel.py @@ -108,6 +108,10 @@ class ExotelFrameSerializer(FrameSerializer): serialized_data = await self._output_resampler.resample( data, frame.sample_rate, self._exotel_sample_rate ) + if serialized_data is None or len(serialized_data) == 0: + # Ignoring in case we don't have audio + return None + payload = base64.b64encode(serialized_data).decode("ascii") answer = { diff --git a/src/pipecat/serializers/plivo.py b/src/pipecat/serializers/plivo.py index 90b45bf3e..11855d850 100644 --- a/src/pipecat/serializers/plivo.py +++ b/src/pipecat/serializers/plivo.py @@ -132,6 +132,10 @@ class PlivoFrameSerializer(FrameSerializer): serialized_data = await pcm_to_ulaw( data, frame.sample_rate, self._plivo_sample_rate, self._output_resampler ) + if serialized_data is None or len(serialized_data) == 0: + # Ignoring in case we don't have audio + return None + payload = base64.b64encode(serialized_data).decode("utf-8") answer = { "event": "playAudio", diff --git a/src/pipecat/serializers/telnyx.py b/src/pipecat/serializers/telnyx.py index 435be5704..bf8d5d69f 100644 --- a/src/pipecat/serializers/telnyx.py +++ b/src/pipecat/serializers/telnyx.py @@ -155,6 +155,10 @@ class TelnyxFrameSerializer(FrameSerializer): else: raise ValueError(f"Unsupported encoding: {self._params.inbound_encoding}") + if serialized_data is None or len(serialized_data) == 0: + # Ignoring in case we don't have audio + return None + payload = base64.b64encode(serialized_data).decode("utf-8") answer = { "event": "media", diff --git a/src/pipecat/serializers/twilio.py b/src/pipecat/serializers/twilio.py index 5a5a9d0c2..7679e8721 100644 --- a/src/pipecat/serializers/twilio.py +++ b/src/pipecat/serializers/twilio.py @@ -13,11 +13,7 @@ from typing import Optional from loguru import logger from pydantic import BaseModel -from pipecat.audio.utils import ( - create_stream_resampler, - pcm_to_ulaw, - ulaw_to_pcm, -) +from pipecat.audio.utils import create_stream_resampler, pcm_to_ulaw, ulaw_to_pcm from pipecat.frames.frames import ( AudioRawFrame, CancelFrame, @@ -136,6 +132,10 @@ class TwilioFrameSerializer(FrameSerializer): serialized_data = await pcm_to_ulaw( data, frame.sample_rate, self._twilio_sample_rate, self._output_resampler ) + if serialized_data is None or len(serialized_data) == 0: + # Ignoring in case we don't have audio + return None + payload = base64.b64encode(serialized_data).decode("utf-8") answer = { "event": "media", From 5c3f4180b9bee2cc30f7ec91411f23f7303e5ae2 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 11 Jul 2025 10:59:32 -0300 Subject: [PATCH 48/69] Refactored VAD analyzer to process multiple audio frames in a single iteration if needed. --- src/pipecat/audio/vad/vad_analyzer.py | 53 ++++++++++++++------------- 1 file changed, 27 insertions(+), 26 deletions(-) diff --git a/src/pipecat/audio/vad/vad_analyzer.py b/src/pipecat/audio/vad/vad_analyzer.py index 5c92d390c..4560aa8cc 100644 --- a/src/pipecat/audio/vad/vad_analyzer.py +++ b/src/pipecat/audio/vad/vad_analyzer.py @@ -183,36 +183,37 @@ class VADAnalyzer(ABC): if len(self._vad_buffer) < num_required_bytes: return self._vad_state - audio_frames = self._vad_buffer[:num_required_bytes] - self._vad_buffer = self._vad_buffer[num_required_bytes:] + while len(self._vad_buffer) >= num_required_bytes: + audio_frames = self._vad_buffer[:num_required_bytes] + self._vad_buffer = self._vad_buffer[num_required_bytes:] - confidence = self.voice_confidence(audio_frames) + confidence = self.voice_confidence(audio_frames) - volume = self._get_smoothed_volume(audio_frames) - self._prev_volume = volume + volume = self._get_smoothed_volume(audio_frames) + self._prev_volume = volume - speaking = confidence >= self._params.confidence and volume >= self._params.min_volume + speaking = confidence >= self._params.confidence and volume >= self._params.min_volume - if speaking: - match self._vad_state: - case VADState.QUIET: - self._vad_state = VADState.STARTING - self._vad_starting_count = 1 - case VADState.STARTING: - self._vad_starting_count += 1 - case VADState.STOPPING: - self._vad_state = VADState.SPEAKING - self._vad_stopping_count = 0 - else: - match self._vad_state: - case VADState.STARTING: - self._vad_state = VADState.QUIET - self._vad_starting_count = 0 - case VADState.SPEAKING: - self._vad_state = VADState.STOPPING - self._vad_stopping_count = 1 - case VADState.STOPPING: - self._vad_stopping_count += 1 + if speaking: + match self._vad_state: + case VADState.QUIET: + self._vad_state = VADState.STARTING + self._vad_starting_count = 1 + case VADState.STARTING: + self._vad_starting_count += 1 + case VADState.STOPPING: + self._vad_state = VADState.SPEAKING + self._vad_stopping_count = 0 + else: + match self._vad_state: + case VADState.STARTING: + self._vad_state = VADState.QUIET + self._vad_starting_count = 0 + case VADState.SPEAKING: + self._vad_state = VADState.STOPPING + self._vad_stopping_count = 1 + case VADState.STOPPING: + self._vad_stopping_count += 1 if ( self._vad_state == VADState.STARTING From 5c3fb73cef8ff895fca29410615ad1c223f5f422 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Fri, 11 Jul 2025 16:07:24 +0200 Subject: [PATCH 49/69] Rename example --- ...{07za-interruptible-soniox.py => 07aa-interruptible-soniox.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename examples/foundational/{07za-interruptible-soniox.py => 07aa-interruptible-soniox.py} (100%) diff --git a/examples/foundational/07za-interruptible-soniox.py b/examples/foundational/07aa-interruptible-soniox.py similarity index 100% rename from examples/foundational/07za-interruptible-soniox.py rename to examples/foundational/07aa-interruptible-soniox.py From 75f8baab336c7e64c0dd6e4179de29d2ba53cb98 Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Fri, 11 Jul 2025 11:56:16 -0300 Subject: [PATCH 50/69] Mentioning the fixes in the changelog. --- CHANGELOG.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index d3cb773f0..c9be48294 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fixed an issue where using audio input with a sample rate requiring resampling + could result in empty audio being passed to STT services, causing errors. + +- Fixed the VAD analyzer to process the full audio buffer as long as it contains + more than the minimum required bytes per iteration, instead of only analyzing + the first chunk. + - Fixed an issue in ParallelPipeline that caused errors when attempting to drain the queues. From bf580d061d94e2419902f94374729da0e034a1c4 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Fri, 11 Jul 2025 11:47:56 -0700 Subject: [PATCH 51/69] Update numpy, transformers to support newer versions --- CHANGELOG.md | 6 ++++++ pyproject.toml | 4 ++-- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d3cb773f0..32782aad1 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,12 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Changed + +- Two package dependencies have been updated: + - `numpy` now supports 1.26.0 and newer + - `transformers` now supports 4.48.0 and newer + ### Fixed - Fixed an issue in ParallelPipeline that caused errors when attempting to drain diff --git a/pyproject.toml b/pyproject.toml index 6410dd614..e9ef33e84 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -25,7 +25,7 @@ dependencies = [ "docstring_parser~=0.16", "loguru~=0.7.3", "Markdown~=3.7", - "numpy~=1.26.4", + "numpy>=1.26.4", "Pillow~=11.1.0", "protobuf~=5.29.3", "pydantic~=2.10.6", @@ -68,7 +68,7 @@ local = [ "pyaudio~=0.2.14" ] mcp = [ "mcp[cli]~=1.9.4" ] mem0 = [ "mem0ai~=0.1.94" ] mlx-whisper = [ "mlx-whisper~=0.4.2" ] -moondream = [ "einops~=0.8.0", "timm~=1.0.13", "transformers~=4.48.0" ] +moondream = [ "einops~=0.8.0", "timm~=1.0.13", "transformers>=4.48.0" ] nim = [] neuphonic = [ "pyneuphonic~=1.5.13", "websockets~=13.1" ] noisereduce = [ "noisereduce~=3.0.3" ] From 06c1255abed508ea73c1629baddf1af4120962cc Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Fri, 11 Jul 2025 13:33:44 -0700 Subject: [PATCH 52/69] fix: use a different aggregation timeout for emulated user speech (#2185) * fix: use a different aggregation timeout for emulated user speech * Add SpeechControlParamsFrame * Update test_context_aggregator tests --- CHANGELOG.md | 15 +++++ src/pipecat/audio/turn/base_turn_analyzer.py | 10 ++++ .../audio/turn/smart_turn/base_smart_turn.py | 9 +++ src/pipecat/frames/frames.py | 18 ++++++ .../processors/aggregators/llm_response.py | 51 ++++++++++++++++- src/pipecat/transports/base_input.py | 15 +++++ tests/test_context_aggregators.py | 55 +++++++++++++++++-- 7 files changed, 164 insertions(+), 9 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ee2a534f0..e15588e73 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Added + +- Added `SpeechControlParamsFrame`, a new `SystemFrame` that notifies + downstream processors of the VAD and Turn analyzer params. This frame is + pushed by the `BaseInputTransport` at Start and any time a + `VADParamsUpdateFrame` is received. + ### Changed - Two package dependencies have been updated: @@ -25,6 +32,14 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Fixed an issue in ParallelPipeline that caused errors when attempting to drain the queues. +- Fixed an issue with emulated VAD timeout inconsistency in + `LLMUserContextAggregator`. Previously, emulated VAD scenarios (where + transcription is received without VAD detection) used a hardcoded + `aggregation_timeout` (default 0.5s) instead of matching the VAD's + `stop_secs` parameter (default 0.8s). This created different user experiences + between real VAD and emulated VAD scenarios. Now, emulated VAD timeouts + automatically synchronize with the VAD's `stop_secs` parameter. + - Fix a pipeline freeze when using AWS Nova Sonic, which would occur if the user started early, while the bot was still working through `trigger_assistant_response()`. diff --git a/src/pipecat/audio/turn/base_turn_analyzer.py b/src/pipecat/audio/turn/base_turn_analyzer.py index 642173852..f64655fb6 100644 --- a/src/pipecat/audio/turn/base_turn_analyzer.py +++ b/src/pipecat/audio/turn/base_turn_analyzer.py @@ -76,6 +76,16 @@ class BaseTurnAnalyzer(ABC): """ pass + @property + @abstractmethod + def params(self): + """Get the current turn analyzer parameters. + + Returns: + Current turn analyzer configuration parameters. + """ + pass + @abstractmethod def append_audio(self, buffer: bytes, is_speech: bool) -> EndOfTurnState: """Appends audio data for analysis. diff --git a/src/pipecat/audio/turn/smart_turn/base_smart_turn.py b/src/pipecat/audio/turn/smart_turn/base_smart_turn.py index 38b5410ec..f72ac7d84 100644 --- a/src/pipecat/audio/turn/smart_turn/base_smart_turn.py +++ b/src/pipecat/audio/turn/smart_turn/base_smart_turn.py @@ -87,6 +87,15 @@ class BaseSmartTurn(BaseTurnAnalyzer): """ return self._speech_triggered + @property + def params(self) -> SmartTurnParams: + """Get the current smart turn parameters. + + Returns: + Current smart turn configuration parameters. + """ + return self._params + def append_audio(self, buffer: bytes, is_speech: bool) -> EndOfTurnState: """Append audio data for turn analysis. diff --git a/src/pipecat/frames/frames.py b/src/pipecat/frames/frames.py index c7d7b4c75..9d73b44ff 100644 --- a/src/pipecat/frames/frames.py +++ b/src/pipecat/frames/frames.py @@ -28,6 +28,7 @@ from typing import ( ) from pipecat.audio.interruptions.base_interruption_strategy import BaseInterruptionStrategy +from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams from pipecat.audio.vad.vad_analyzer import VADParams from pipecat.metrics.metrics import MetricsData from pipecat.transcriptions.language import Language @@ -1145,6 +1146,23 @@ class OutputDTMFUrgentFrame(DTMFFrame, SystemFrame): pass +@dataclass +class SpeechControlParamsFrame(SystemFrame): + """Frame for notifying processors of speech control parameter changes. + + This includes parameters for both VAD (Voice Activity Detection) and + turn-taking analysis. It allows downstream processors to adjust their + behavior based on updated interaction control settings. + + Parameters: + vad_params: Current VAD parameters. + turn_params: Current turn-taking analysis parameters. + """ + + vad_params: Optional[VADParams] = None + turn_params: Optional[SmartTurnParams] = None + + # # Control frames # diff --git a/src/pipecat/processors/aggregators/llm_response.py b/src/pipecat/processors/aggregators/llm_response.py index 99834447f..8c9212ea0 100644 --- a/src/pipecat/processors/aggregators/llm_response.py +++ b/src/pipecat/processors/aggregators/llm_response.py @@ -19,6 +19,8 @@ from typing import Dict, List, Literal, Optional, Set from loguru import logger from pipecat.audio.interruptions.base_interruption_strategy import BaseInterruptionStrategy +from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams +from pipecat.audio.vad.vad_analyzer import VADParams from pipecat.frames.frames import ( BotInterruptionFrame, BotStartedSpeakingFrame, @@ -43,6 +45,7 @@ from pipecat.frames.frames import ( LLMSetToolsFrame, LLMTextFrame, OpenAILLMContextAssistantTimestampFrame, + SpeechControlParamsFrame, StartFrame, StartInterruptionFrame, TextFrame, @@ -67,9 +70,13 @@ class LLMUserAggregatorParams: aggregation_timeout: Maximum time in seconds to wait for additional transcription content before pushing aggregated result. This timeout is used only when the transcription is slow to arrive. + turn_emulated_vad_timeout: Maximum time in seconds to wait for emulated + VAD when using turn-based analysis. Applied when transcription is + received but VAD didn't detect speech (e.g., whispered utterances). """ aggregation_timeout: float = 0.5 + turn_emulated_vad_timeout: float = 0.8 @dataclass @@ -390,6 +397,9 @@ class LLMUserContextAggregator(LLMContextResponseAggregator): """ super().__init__(context=context, role="user", **kwargs) self._params = params or LLMUserAggregatorParams() + self._vad_params: Optional[VADParams] = None + self._turn_params: Optional[SmartTurnParams] = None + if "aggregation_timeout" in kwargs: import warnings @@ -477,6 +487,10 @@ class LLMUserContextAggregator(LLMContextResponseAggregator): self.set_tools(frame.tools) elif isinstance(frame, LLMSetToolChoiceFrame): self.set_tool_choice(frame.tool_choice) + elif isinstance(frame, SpeechControlParamsFrame): + self._vad_params = frame.vad_params + self._turn_params = frame.turn_params + await self.push_frame(frame, direction) else: await self.push_frame(frame, direction) @@ -618,9 +632,40 @@ class LLMUserContextAggregator(LLMContextResponseAggregator): async def _aggregation_task_handler(self): while True: try: - await asyncio.wait_for( - self._aggregation_event.wait(), self._params.aggregation_timeout - ) + # The _aggregation_task_handler handles two distinct timeout scenarios: + # + # 1. When emulating_vad=True: Wait for emulated VAD timeout before + # pushing aggregation (simulating VAD behavior when no actual VAD + # detection occurred). + # + # 2. When emulating_vad=False: Use aggregation_timeout as a buffer + # to wait for potential late-arriving transcription frames after + # a real VAD event. + # + # For emulated VAD scenarios, the timeout strategy depends on whether + # a turn analyzer is configured: + # + # - WITH turn analyzer: Use turn_emulated_vad_timeout parameter because + # the VAD's stop_secs is set very low (e.g. 0.2s) for rapid speech + # chunking to feed the turn analyzer. This low value is too fast + # for emulated VAD scenarios where we need to allow users time to + # finish speaking (e.g. 0.8s). + # + # - WITHOUT turn analyzer: Use VAD's stop_secs directly to maintain + # consistent user experience between real VAD detection and + # emulated VAD scenarios. + if not self._emulating_vad: + timeout = self._params.aggregation_timeout + elif self._turn_params: + timeout = self._params.turn_emulated_vad_timeout + else: + # Use VAD stop_secs when no turn analyzer is present, fallback if no VAD params + timeout = ( + self._vad_params.stop_secs + if self._vad_params + else self._params.turn_emulated_vad_timeout + ) + await asyncio.wait_for(self._aggregation_event.wait(), timeout) await self._maybe_emulate_user_speaking() except asyncio.TimeoutError: if not self._user_speaking: diff --git a/src/pipecat/transports/base_input.py b/src/pipecat/transports/base_input.py index 5b71ba69c..bbb9179bc 100644 --- a/src/pipecat/transports/base_input.py +++ b/src/pipecat/transports/base_input.py @@ -34,6 +34,7 @@ from pipecat.frames.frames import ( InputAudioRawFrame, InputImageRawFrame, MetricsFrame, + SpeechControlParamsFrame, StartFrame, StartInterruptionFrame, StopFrame, @@ -195,6 +196,13 @@ class BaseInputTransport(FrameProcessor): if self._params.turn_analyzer: self._params.turn_analyzer.set_sample_rate(self._sample_rate) + if self._params.vad_analyzer or self._params.turn_analyzer: + vad_params = self._params.vad_analyzer.params if self._params.vad_analyzer else None + turn_params = self._params.turn_analyzer.params if self._params.turn_analyzer else None + + speech_frame = SpeechControlParamsFrame(vad_params=vad_params, turn_params=turn_params) + await self.push_frame(speech_frame) + # Start audio filter. if self._params.audio_in_filter: await self._params.audio_in_filter.start(self._sample_rate) @@ -310,6 +318,13 @@ class BaseInputTransport(FrameProcessor): elif isinstance(frame, VADParamsUpdateFrame): if self.vad_analyzer: self.vad_analyzer.set_params(frame.params) + speech_frame = SpeechControlParamsFrame( + vad_params=frame.params, + turn_params=self._params.turn_analyzer.params + if self._params.turn_analyzer + else None, + ) + await self.push_frame(speech_frame) elif isinstance(frame, FilterUpdateSettingsFrame) and self._params.audio_in_filter: await self._params.audio_in_filter.process_frame(frame) # Other frames diff --git a/tests/test_context_aggregators.py b/tests/test_context_aggregators.py index 75a81aaac..232fa59cc 100644 --- a/tests/test_context_aggregators.py +++ b/tests/test_context_aggregators.py @@ -8,6 +8,8 @@ import json import unittest from typing import Any +from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams +from pipecat.audio.vad.vad_analyzer import VADParams from pipecat.frames.frames import ( EmulateUserStartedSpeakingFrame, EmulateUserStoppedSpeakingFrame, @@ -18,6 +20,7 @@ from pipecat.frames.frames import ( LLMFullResponseEndFrame, LLMFullResponseStartFrame, OpenAILLMContextAssistantTimestampFrame, + SpeechControlParamsFrame, StartInterruptionFrame, TextFrame, TranscriptionFrame, @@ -284,6 +287,7 @@ class BaseTestUserContextAggregator: context, params=LLMUserAggregatorParams(aggregation_timeout=AGGREGATION_TIMEOUT) ) frames_to_send = [ + SpeechControlParamsFrame(vad_params=VADParams(stop_secs=AGGREGATION_TIMEOUT)), UserStartedSpeakingFrame(), TranscriptionFrame(text="Hello Pipecat!", user_id="cat", timestamp=""), SleepFrame(), @@ -292,6 +296,7 @@ class BaseTestUserContextAggregator: SleepFrame(sleep=AGGREGATION_SLEEP), ] expected_down_frames = [ + SpeechControlParamsFrame, UserStartedSpeakingFrame, UserStoppedSpeakingFrame, *self.EXPECTED_CONTEXT_FRAMES, @@ -368,14 +373,51 @@ class BaseTestUserContextAggregator: context = self.CONTEXT_CLASS() aggregator = self.AGGREGATOR_CLASS( - context, params=LLMUserAggregatorParams(aggregation_timeout=AGGREGATION_TIMEOUT) - ) + context + ) # No aggregation timeout; this tests VAD emulation + frames_to_send = [ + SpeechControlParamsFrame(vad_params=VADParams(stop_secs=AGGREGATION_TIMEOUT)), TranscriptionFrame(text="Hello!", user_id="cat", timestamp=""), SleepFrame(sleep=AGGREGATION_SLEEP), ] - expected_down_frames = [*self.EXPECTED_CONTEXT_FRAMES] + expected_down_frames = [ + SpeechControlParamsFrame, + *self.EXPECTED_CONTEXT_FRAMES, + ] expected_up_frames = [EmulateUserStartedSpeakingFrame, EmulateUserStoppedSpeakingFrame] + + await run_test( + aggregator, + frames_to_send=frames_to_send, + expected_down_frames=expected_down_frames, + expected_up_frames=expected_up_frames, + ) + self.check_message_content(context, 0, "Hello!") + + async def test_t_with_turn_analyzer(self): + assert self.CONTEXT_CLASS is not None, "CONTEXT_CLASS must be set in a subclass" + assert self.AGGREGATOR_CLASS is not None, "AGGREGATOR_CLASS must be set in a subclass" + + context = self.CONTEXT_CLASS() + aggregator = self.AGGREGATOR_CLASS( + context, params=LLMUserAggregatorParams(turn_emulated_vad_timeout=AGGREGATION_TIMEOUT) + ) + + frames_to_send = [ + SpeechControlParamsFrame( + vad_params=VADParams(stop_secs=0.2), + turn_params=SmartTurnParams(stop_secs=3.0), # Turn analyzer present + ), + TranscriptionFrame(text="Hello!", user_id="cat", timestamp=""), + SleepFrame(sleep=AGGREGATION_SLEEP), + ] + expected_down_frames = [ + SpeechControlParamsFrame, + *self.EXPECTED_CONTEXT_FRAMES, + ] + expected_up_frames = [EmulateUserStartedSpeakingFrame, EmulateUserStoppedSpeakingFrame] + await run_test( aggregator, frames_to_send=frames_to_send, @@ -390,15 +432,16 @@ class BaseTestUserContextAggregator: context = self.CONTEXT_CLASS() aggregator = self.AGGREGATOR_CLASS( - context, params=LLMUserAggregatorParams(aggregation_timeout=AGGREGATION_TIMEOUT) - ) + context + ) # No aggregation timeout; this tests VAD emulation frames_to_send = [ + SpeechControlParamsFrame(vad_params=VADParams(stop_secs=AGGREGATION_TIMEOUT)), InterimTranscriptionFrame(text="Hello ", user_id="cat", timestamp=""), SleepFrame(), TranscriptionFrame(text="Hello Pipecat!", user_id="cat", timestamp=""), SleepFrame(sleep=AGGREGATION_SLEEP), ] - expected_down_frames = [*self.EXPECTED_CONTEXT_FRAMES] + expected_down_frames = [SpeechControlParamsFrame, *self.EXPECTED_CONTEXT_FRAMES] expected_up_frames = [EmulateUserStartedSpeakingFrame, EmulateUserStoppedSpeakingFrame] await run_test( aggregator, From fe8573322f7d832a77dddc0411c78c620341a732 Mon Sep 17 00:00:00 2001 From: Paul Kompfner Date: Mon, 7 Jul 2025 11:29:49 -0400 Subject: [PATCH 53/69] AWS Strands demos --- examples/aws-strands/README.md | 60 ++++++ examples/aws-strands/black-box.py | 206 +++++++++++++++++++ examples/aws-strands/env.example | 8 + examples/aws-strands/explain-thinking.py | 249 +++++++++++++++++++++++ examples/aws-strands/requirements.txt | 6 + 5 files changed, 529 insertions(+) create mode 100644 examples/aws-strands/README.md create mode 100644 examples/aws-strands/black-box.py create mode 100644 examples/aws-strands/env.example create mode 100644 examples/aws-strands/explain-thinking.py create mode 100644 examples/aws-strands/requirements.txt diff --git a/examples/aws-strands/README.md b/examples/aws-strands/README.md new file mode 100644 index 000000000..8f2f289fd --- /dev/null +++ b/examples/aws-strands/README.md @@ -0,0 +1,60 @@ +# AWS Strands Examples + +This folder contains two Python examples demonstrating how to use Pipecat with the AWS Strands agent. + +## Overview + +These examples show how to delegate complex, multi-step tasks to a Strands agent, which can reason step-by-step and call tools to accomplish user requests. + +These examples are intentionally simplified for demonstration, using mock API calls. They work best if you ask it: + +> What's the weather where the Golden Gate Bridge is? + +## Example Scripts + +### `black-box.py` + +A minimal example that demonstrates how to use the Strands agent with Pipecat. The agent can handle multi-step queries by calling tools, but does not explain its reasoning out loud. + +### `explain-thinking.py` + +An enhanced example where the Strands agent explains each step of its reasoning in clear, simple language as it works through a multi-step task. + +## Quick Start + +1. **Clone the repository and navigate to this example:** + + ```bash + git clone https://github.com/pipecat-ai/pipecat.git + cd pipecat/examples/aws-strands + ``` + +2. **Set up a virtual environment:** + + ```bash + python -m venv venv + source venv/bin/activate # On Windows: venv\Scripts\activate + ``` + +3. **Install dependencies:** + + ```bash + pip install -r requirements.txt + ``` + +4. **Configure environment variables:** + + Copy the provided `env.example` file to `.env` and fill in the necessary credentials: + + ```bash + cp env.example .env + # Then edit .env with your preferred editor + ``` + +5. **Run an example:** + + ```bash + python black-box.py + # or + python explain-thinking.py + ``` diff --git a/examples/aws-strands/black-box.py b/examples/aws-strands/black-box.py new file mode 100644 index 000000000..12ce441a0 --- /dev/null +++ b/examples/aws-strands/black-box.py @@ -0,0 +1,206 @@ +# +# Copyright (c) 2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import argparse +import asyncio +import os + +from dotenv import load_dotenv +from loguru import logger +from strands import Agent, tool +from strands.models import BedrockModel + +from pipecat.adapters.schemas.tools_schema import ToolsSchema +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.frames.frames import TTSSpeakFrame +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineParams, PipelineTask +from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext +from pipecat.services.cartesia.tts import CartesiaTTSService +from pipecat.services.deepgram.stt import DeepgramSTTService +from pipecat.services.llm_service import FunctionCallParams +from pipecat.services.openai.llm import OpenAILLMService +from pipecat.transports.base_transport import BaseTransport, TransportParams +from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams +from pipecat.transports.services.daily import DailyParams + +load_dotenv(override=True) + +"""This example demonstrates how to use the Strands agent with Pipecat. + +You can delegate complex, multi-step tasks to the Strands agent, which can cycle through LLM-based reasoning and tool calls to accomplish the task. + +Try asking: "What's the weather where the Golden Gate Bridge is?" +""" + +# Strands agent tools + + +@tool +def get_location_name_from_landmark(landmark: str) -> str: + """ + Get the location name from a landmark. + + Args: + landmark (str): The name of the landmark, e.g. "Golden Gate Bridge". + """ + # Simulate fetching location + return "San Francisco, CA" + + +@tool +def get_lat_long_from_location_name(location: str) -> dict: + """ + Get the latitude and longitude for a location name. + + Args: + location (str): The city and state, e.g. "San Francisco, CA". + """ + # Simulate fetching lat/long from a geocoding service + return {"lat": 37.7749, "long": -122.4194} + + +@tool +def get_current_weather_from_lat_long(lat: float, long: float) -> dict: + """ + Get the current weather for a specific latitude and longitude. + + Args: + lat (float): The latitude of the location. + long (float): The longitude of the location. + """ + # Simulate fetching weather data from a weather service + return {"conditions": "nice", "temperature": "75"} + + +# We store functions so objects (e.g. SileroVADAnalyzer) don't get +# instantiated. The function will be called when the desired transport gets +# selected. +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), +} + + +async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_sigint: bool): + logger.info(f"Starting bot") + + strands_agent = Agent( + model=BedrockModel( + model_id="us.anthropic.claude-3-7-sonnet-20250219-v1:0", max_tokens=64000 + ), + tools=[ + get_location_name_from_landmark, + get_lat_long_from_location_name, + get_current_weather_from_lat_long, + ], + system_prompt=""" + You are a helpful personal assistant who can look up information about places and weather. + + Your key capabilities: + 1. Look up where landmarks are located. + 2. Find latitude and longitude for a location. + 3. Look up the current weather for a specific latitude and longitude. + + Explain each step of your reasoning in clear, simple, and concise language. Your responses will be converted to audio, so avoid special characters and numbered lists. + """, + ) + + async def handle_location_or_weather_related_queries(params: FunctionCallParams, query: str): + """ + Handle location or weather related queries. + + Args: + query (str): The user's query, e.g. "What's the weather where the Golden Gate Bridge is?". + """ + # Run in a background thread + # (Otherwise the agent blocks the event loop; one effect of that is that we don't hear + # "let me check on that" until the agent finishes) + loop = asyncio.get_running_loop() + result = await loop.run_in_executor(None, strands_agent, query) + await params.result_callback(result.message) + + stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) + + tts = CartesiaTTSService( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady + ) + + llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY")) + + llm.register_direct_function(handle_location_or_weather_related_queries) + + @llm.event_handler("on_function_calls_started") + async def on_function_calls_started(service, function_calls): + await tts.queue_frame(TTSSpeakFrame("Let me check on that.")) + + tools = ToolsSchema(standard_tools=[handle_location_or_weather_related_queries]) + + messages = [ + { + "role": "system", + "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way. Start by suggesting that the user ask about the weather where the Golden Gate Bridge is.", + }, + ] + + context = OpenAILLMContext(messages, tools) + context_aggregator = llm.create_context_aggregator(context) + + pipeline = Pipeline( + [ + transport.input(), + stt, + context_aggregator.user(), + llm, + tts, + transport.output(), + context_aggregator.assistant(), + ] + ) + + task = PipelineTask( + pipeline, + params=PipelineParams( + enable_metrics=True, + enable_usage_metrics=True, + ), + ) + + @transport.event_handler("on_client_connected") + async def on_client_connected(transport, client): + logger.info(f"Client connected") + # Kick off the conversation. + await task.queue_frames([context_aggregator.user().get_context_frame()]) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + await task.cancel() + + runner = PipelineRunner(handle_sigint=handle_sigint) + + await runner.run(task) + + +if __name__ == "__main__": + from pipecat.examples.run import main + + main(run_example, transport_params=transport_params) diff --git a/examples/aws-strands/env.example b/examples/aws-strands/env.example new file mode 100644 index 000000000..cf1803b4d --- /dev/null +++ b/examples/aws-strands/env.example @@ -0,0 +1,8 @@ +OPENAI_API_KEY= +CARTESIA_API_KEY= +DEEPGRAM_API_KEY= +DAILY_API_KEY= +DAILY_SAMPLE_ROOM_URL= +AWS_SECRET_ACCESS_KEY= +AWS_ACCESS_KEY_ID= +AWS_REGION= \ No newline at end of file diff --git a/examples/aws-strands/explain-thinking.py b/examples/aws-strands/explain-thinking.py new file mode 100644 index 000000000..1bc04d8e5 --- /dev/null +++ b/examples/aws-strands/explain-thinking.py @@ -0,0 +1,249 @@ +# +# Copyright (c) 2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +import argparse +import asyncio +import os +import threading +import time + +from dotenv import load_dotenv +from loguru import logger +from strands import Agent, tool +from strands.models import BedrockModel + +from pipecat.adapters.schemas.tools_schema import ToolsSchema +from pipecat.audio.vad.silero import SileroVADAnalyzer +from pipecat.frames.frames import TTSSpeakFrame +from pipecat.pipeline.pipeline import Pipeline +from pipecat.pipeline.runner import PipelineRunner +from pipecat.pipeline.task import PipelineParams, PipelineTask +from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext +from pipecat.services.cartesia.tts import CartesiaTTSService +from pipecat.services.deepgram.stt import DeepgramSTTService +from pipecat.services.llm_service import FunctionCallParams +from pipecat.services.openai.llm import OpenAILLMService +from pipecat.transports.base_transport import BaseTransport, TransportParams +from pipecat.transports.network.fastapi_websocket import FastAPIWebsocketParams +from pipecat.transports.services.daily import DailyParams + +load_dotenv(override=True) + +"""This example demonstrates how to use the Strands agent with Pipecat in a way where the agent explains its reasoning step-by-step. + +You can delegate complex, multi-step tasks to the Strands agent, which can cycle through LLM-based reasoning and tool calls to accomplish the task. + +Try asking: "What's the weather where the Golden Gate Bridge is?" +""" + + +# Strands agent tools + + +@tool +def get_location_name_from_landmark(landmark: str) -> str: + """ + Get the location name from a landmark. + + Args: + landmark (str): The name of the landmark, e.g. "Golden Gate Bridge". + """ + # Simulate fetching location (slowly) + time.sleep(3) + return "San Francisco, CA" + + +@tool +def get_lat_long_from_location_name(location: str) -> dict: + """ + Get the latitude and longitude for a location name. + + Args: + location (str): The city and state, e.g. "San Francisco, CA". + """ + # Simulate fetching lat/long from a geocoding service (slowly) + time.sleep(3) + return {"lat": 37.7749, "long": -122.4194} + + +@tool +def get_current_weather_from_lat_long(lat: float, long: float) -> dict: + """ + Get the current weather for a specific latitude and longitude. + + Args: + lat (float): The latitude of the location. + long (float): The longitude of the location. + """ + # Simulate fetching weather data from a weather service (slowly) + time.sleep(3) + return {"conditions": "nice", "temperature": "75"} + + +# We store functions so objects (e.g. SileroVADAnalyzer) don't get +# instantiated. The function will be called when the desired transport gets +# selected. +transport_params = { + "daily": lambda: DailyParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "twilio": lambda: FastAPIWebsocketParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), + "webrtc": lambda: TransportParams( + audio_in_enabled=True, + audio_out_enabled=True, + vad_analyzer=SileroVADAnalyzer(), + ), +} + + +async def run_example(transport: BaseTransport, _: argparse.Namespace, handle_sigint: bool): + logger.info(f"Starting bot") + + stt = DeepgramSTTService(api_key=os.getenv("DEEPGRAM_API_KEY")) + + tts = CartesiaTTSService( + api_key=os.getenv("CARTESIA_API_KEY"), + voice_id="71a7ad14-091c-4e8e-a314-022ece01c121", # British Reading Lady + ) + + next_strands_message_is_last = False + strands_messages_queue = asyncio.Queue() + + def strands_callback_handler(**kwargs): + """ + Handle events from the Strands agent. + """ + nonlocal next_strands_message_is_last + if "event" in kwargs: + event_obj = kwargs["event"] + if event_obj and "messageStop" in event_obj: + message_stop = event_obj["messageStop"] + if message_stop and "stopReason" in message_stop: + stop_reason = message_stop["stopReason"] + if stop_reason == "end_turn": + next_strands_message_is_last = True + elif "message" in kwargs: + message_obj = kwargs["message"] + if message_obj and "content" in message_obj and "role" in message_obj: + role = message_obj["role"] + content = message_obj["content"] + if role == "assistant" and isinstance(content, list): + for content_obj in content: + if isinstance(content_obj, dict) and "text" in content_obj: + message = content_obj["text"] + if not next_strands_message_is_last: + strands_messages_queue.put_nowait(message) + + async def process_strands_messages(): + while True: + message = await strands_messages_queue.get() + await tts.queue_frame(TTSSpeakFrame(message)) + strands_messages_queue.task_done() + + asyncio.create_task(process_strands_messages()) + + strands_agent = Agent( + model=BedrockModel( + model_id="us.anthropic.claude-3-7-sonnet-20250219-v1:0", max_tokens=64000 + ), + tools=[ + get_location_name_from_landmark, + get_lat_long_from_location_name, + get_current_weather_from_lat_long, + ], + system_prompt=""" + You are a helpful personal assistant who can look up information about places and weather. + + Your key capabilities: + 1. Look up where landmarks are located. + 2. Find latitude and longitude for a location. + 3. Look up the current weather for a specific latitude and longitude. + + Explain each step of your reasoning in clear, simple, and concise language. Your responses will be converted to audio, so avoid special characters and numbered lists. + """, + callback_handler=strands_callback_handler, + ) + + llm = OpenAILLMService(api_key=os.getenv("OPENAI_API_KEY")) + + async def handle_location_or_weather_related_queries(params: FunctionCallParams, query: str): + """ + Handle location or weather related queries. + + Args: + query (str): The user's query, e.g. "What's the weather where the Golden Gate Bridge is?". + """ + # Run in a background thread + # (Otherwise the agent blocks the event loop; one effect of that is that we don't hear + # the agent's "thinking" messages until the agent finishes) + loop = asyncio.get_running_loop() + result = await loop.run_in_executor(None, strands_agent, query) + await params.result_callback(result.message) + + llm.register_direct_function(handle_location_or_weather_related_queries) + + @llm.event_handler("on_function_calls_started") + async def on_function_calls_started(service, function_calls): + await tts.queue_frame(TTSSpeakFrame("Let me check on that.")) + + tools = ToolsSchema(standard_tools=[handle_location_or_weather_related_queries]) + + messages = [ + { + "role": "system", + "content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way. Start by suggesting that the user ask about the weather where the Golden Gate Bridge is.", + }, + ] + + context = OpenAILLMContext(messages, tools) + context_aggregator = llm.create_context_aggregator(context) + + pipeline = Pipeline( + [ + transport.input(), + stt, + context_aggregator.user(), + llm, + tts, + transport.output(), + context_aggregator.assistant(), + ] + ) + + task = PipelineTask( + pipeline, + params=PipelineParams( + enable_metrics=True, + enable_usage_metrics=True, + ), + ) + + @transport.event_handler("on_client_connected") + async def on_client_connected(transport, client): + logger.info(f"Client connected") + # Kick off the conversation. + await task.queue_frames([context_aggregator.user().get_context_frame()]) + + @transport.event_handler("on_client_disconnected") + async def on_client_disconnected(transport, client): + logger.info(f"Client disconnected") + await task.cancel() + + runner = PipelineRunner(handle_sigint=handle_sigint) + + await runner.run(task) + + +if __name__ == "__main__": + from pipecat.examples.run import main + + main(run_example, transport_params=transport_params) diff --git a/examples/aws-strands/requirements.txt b/examples/aws-strands/requirements.txt new file mode 100644 index 000000000..ce3ab667c --- /dev/null +++ b/examples/aws-strands/requirements.txt @@ -0,0 +1,6 @@ +fastapi +uvicorn +python-dotenv +pipecat-ai[webrtc,daily,deepgram,cartesia] +pipecat-ai-small-webrtc-prebuilt +strands-agents \ No newline at end of file From fad5713ade08ce5d0eae3ef670f350c593b88bb9 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Fri, 11 Jul 2025 14:06:01 -0700 Subject: [PATCH 54/69] Fix append-to-context function call --- src/pipecat/processors/frameworks/rtvi.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pipecat/processors/frameworks/rtvi.py b/src/pipecat/processors/frameworks/rtvi.py index 06b0e0c62..d72436a97 100644 --- a/src/pipecat/processors/frameworks/rtvi.py +++ b/src/pipecat/processors/frameworks/rtvi.py @@ -1411,7 +1411,7 @@ class RTVIProcessor(FrameProcessor): await self._handle_function_call_result(data) case "append-to-context": data = RTVIAppendToContextData.model_validate(message.data) - await self._handle_update_context(data, message.id) + await self._handle_update_context(data) case "raw-audio" | "raw-audio-batch": await self._handle_audio_buffer(message.data) From 2325edd9baaf6e0a70fe6f2a785767db46b0d75a Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Fri, 11 Jul 2025 14:06:17 -0700 Subject: [PATCH 55/69] Add a text entry box to the simple-chatbot example --- .../client/javascript/index.html | 7 ++++ .../client/javascript/src/app.js | 28 +++++++++++++++ .../client/javascript/src/style.css | 34 +++++++++++++++++++ 3 files changed, 69 insertions(+) diff --git a/examples/simple-chatbot/client/javascript/index.html b/examples/simple-chatbot/client/javascript/index.html index 658922776..dc9050576 100644 --- a/examples/simple-chatbot/client/javascript/index.html +++ b/examples/simple-chatbot/client/javascript/index.html @@ -30,6 +30,13 @@
+
+ + +
diff --git a/examples/simple-chatbot/client/javascript/src/app.js b/examples/simple-chatbot/client/javascript/src/app.js index 01a2e8c5e..38e8e6d04 100644 --- a/examples/simple-chatbot/client/javascript/src/app.js +++ b/examples/simple-chatbot/client/javascript/src/app.js @@ -43,6 +43,7 @@ class ChatbotClient { this.botVideoContainer = document.getElementById('bot-video-container'); this.deviceSelector = document.getElementById('device-selector'); this.micToggleBtn = document.getElementById('mic-toggle-btn'); + this.sendTextBtn = document.getElementById('send-text-btn'); // Create an audio element for bot's voice output this.botAudio = document.createElement('audio'); @@ -87,6 +88,31 @@ class ChatbotClient { this.pcClient.enableMic(!this.pcClient.isMicEnabled); } }); + + const textInput = document.getElementById('text-input'); + + const sendTextToLLM = () => { + this.sendTextBtn.disabled = true; // Disable button to prevent multiple clicks + const text = textInput.value.trim(); + if (text) { + void this.pcClient.appendToContext({ + role: 'user', + content: text, + run_immediately: true, + }); + } + textInput.value = ''; // Clear the input + this.sendTextBtn.disabled = false; // Re-enable button after sending + }; + + this.sendTextBtn.addEventListener('click', sendTextToLLM); + + // Also handle Enter key in the input + textInput.addEventListener('keypress', (e) => { + if (e.key === 'Enter') { + sendTextToLLM(); + } + }); } updateMicToggleButton(micEnabled) { @@ -115,6 +141,7 @@ class ChatbotClient { this.updateStatus('Disconnected'); this.connectBtn.disabled = false; this.disconnectBtn.disabled = true; + this.sendTextBtn.disabled = true; this.log('Client disconnected'); this.updateMicToggleButton(false); }, @@ -136,6 +163,7 @@ class ChatbotClient { onBotReady: (data) => { this.log(`Bot ready: ${JSON.stringify(data)}`); this.setupMediaTracks(); + this.sendTextBtn.disabled = false; }, // Transcript events onUserTranscript: (data) => { diff --git a/examples/simple-chatbot/client/javascript/src/style.css b/examples/simple-chatbot/client/javascript/src/style.css index 359dfa1a9..f2a65ff88 100644 --- a/examples/simple-chatbot/client/javascript/src/style.css +++ b/examples/simple-chatbot/client/javascript/src/style.css @@ -21,6 +21,11 @@ body { margin-bottom: 20px; } +.device-bar { + flex-direction: column; + gap: 10px; +} + .controls, .device-controls { display: flex; @@ -62,6 +67,35 @@ body { box-shadow: 0 0 4px rgba(0, 0, 0, 0.3); /* Add a subtle focus effect */ } +.text-input-container { + display: flex; + gap: 8px; + margin-left: 10px; + width: 100%; + flex: 1; +} + +#text-input { + flex: 1; + padding: 8px 16px; + border: 1px solid #e0e0e0; + border-radius: 4px; + min-width: 200px; +} + +#send-text-btn { + padding: 8px 16px; + border: none; + border-radius: 4px; + background-color: #007bff; + color: white; + flex-shrink: 0; +} + +#send-text-btn:hover { + background-color: #0056b3; +} + #connect-btn { background-color: #4caf50; color: white; From 24694e255810532a240673277d8341b17dcd9540 Mon Sep 17 00:00:00 2001 From: mattie ruth backman Date: Fri, 11 Jul 2025 14:28:21 -0700 Subject: [PATCH 56/69] Changelog entry --- CHANGELOG.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index e15588e73..c773dd767 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -22,6 +22,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed +- Fixed an issue with rtvi's handling of `append-to-context` + - Fixed an issue where using audio input with a sample rate requiring resampling could result in empty audio being passed to STT services, causing errors. From 25a5c5aaabf55b4854f440c1e71d5c1332135909 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Fri, 11 Jul 2025 16:08:08 -0700 Subject: [PATCH 57/69] Prepare changelog for 0.0.76 release --- CHANGELOG.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index c773dd767..4001e06dc 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,7 +5,7 @@ All notable changes to **Pipecat** will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). -## [Unreleased] +## [0.0.76] - 2025-07-11 ### Added @@ -22,7 +22,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Fixed -- Fixed an issue with rtvi's handling of `append-to-context` +- Fixed an issue with RTVI's handling of `append-to-context`. - Fixed an issue where using audio input with a sample rate requiring resampling could result in empty audio being passed to STT services, causing errors. From 2fe06f0a4ee0a626f0f4a44725e16777d9a0ec9a Mon Sep 17 00:00:00 2001 From: Jaideep Date: Sat, 12 Jul 2025 11:34:45 +0530 Subject: [PATCH 58/69] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index e9ef33e84..39a16231f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -91,7 +91,7 @@ speechmatics = [ "speechmatics-rt>=0.3.1" ] tavus=[] together = [] tracing = [ "opentelemetry-sdk>=1.33.0", "opentelemetry-api>=1.33.0", "opentelemetry-instrumentation>=0.54b0" ] -ultravox = [ "transformers~=4.48.0", "vllm~=0.7.3" ] +ultravox = [ "transformers>=4.48.0", "vllm~=0.7.3" ] webrtc = [ "aiortc~=1.11.0", "opencv-python~=4.11.0.86" ] websocket = [ "websockets~=13.1", "fastapi~=0.115.6" ] whisper = [ "faster-whisper~=1.1.1" ] From 4a2b4660bcbe2859fdbfa6e3fc68f960d93aa729 Mon Sep 17 00:00:00 2001 From: Mark Backman Date: Sun, 13 Jul 2025 10:54:43 -0700 Subject: [PATCH 59/69] LmntTTSService: update the default model to blizzard --- CHANGELOG.md | 7 +++++++ src/pipecat/services/lmnt/tts.py | 4 ++-- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4001e06dc..04a8eca84 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,13 @@ All notable changes to **Pipecat** will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [Unreleased] + +### Changed + +- For `LmntTTSService`, changed the default `model` to `blizzard`, LMNT's + recommended model. + ## [0.0.76] - 2025-07-11 ### Added diff --git a/src/pipecat/services/lmnt/tts.py b/src/pipecat/services/lmnt/tts.py index 57a83e3e5..29dfc05b3 100644 --- a/src/pipecat/services/lmnt/tts.py +++ b/src/pipecat/services/lmnt/tts.py @@ -95,7 +95,7 @@ class LmntTTSService(InterruptibleTTSService): voice_id: str, sample_rate: Optional[int] = None, language: Language = Language.EN, - model: str = "aurora", + model: str = "blizzard", **kwargs, ): """Initialize the LMNT TTS service. @@ -105,7 +105,7 @@ class LmntTTSService(InterruptibleTTSService): voice_id: ID of the voice to use for synthesis. sample_rate: Audio sample rate. If None, uses default. language: Language for synthesis. Defaults to English. - model: TTS model to use. Defaults to "aurora". + model: TTS model to use. Defaults to "blizzard". **kwargs: Additional arguments passed to parent InterruptibleTTSService. """ super().__init__( From 1f9e2fdeccdca249fb47e7f41bb5a567158388f5 Mon Sep 17 00:00:00 2001 From: allenmylath Date: Mon, 14 Jul 2025 14:02:35 +0530 Subject: [PATCH 60/69] Update app.py misleading comment. no endpoints.py --- examples/deployment/modal-example/server/app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/deployment/modal-example/server/app.py b/examples/deployment/modal-example/server/app.py index ea3c22055..99f2ec44f 100644 --- a/examples/deployment/modal-example/server/app.py +++ b/examples/deployment/modal-example/server/app.py @@ -301,7 +301,7 @@ def fastapi_app(): allow_headers=["*"], ) - # Include the endpoints from endpoints.py + # Include the endpoints from this file web_app.include_router(router) return web_app From 138890bc5c846e43028b7e418a1ca2b4c5a41878 Mon Sep 17 00:00:00 2001 From: Dev Khant Date: Mon, 14 Jul 2025 18:08:25 +0530 Subject: [PATCH 61/69] Add support in Mem0 Memory --- src/pipecat/services/mem0/memory.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/pipecat/services/mem0/memory.py b/src/pipecat/services/mem0/memory.py index 32ea829c5..629d626be 100644 --- a/src/pipecat/services/mem0/memory.py +++ b/src/pipecat/services/mem0/memory.py @@ -69,6 +69,7 @@ class Mem0MemoryService(FrameProcessor): agent_id: Optional[str] = None, run_id: Optional[str] = None, params: Optional[InputParams] = None, + host: Optional[str] = None, ): """Initialize the Mem0 memory service. @@ -79,6 +80,7 @@ class Mem0MemoryService(FrameProcessor): agent_id: The agent ID to associate with memories in Mem0. run_id: The run ID to associate with memories in Mem0. params: Configuration parameters for memory retrieval and storage. + host: The host of the Mem0 server. Raises: ValueError: If none of user_id, agent_id, or run_id are provided. @@ -92,7 +94,7 @@ class Mem0MemoryService(FrameProcessor): if local_config: self.memory_client = Memory.from_config(local_config) else: - self.memory_client = MemoryClient(api_key=api_key) + self.memory_client = MemoryClient(api_key=api_key, host=host) # At least one of user_id, agent_id, or run_id must be provided if not any([user_id, agent_id, run_id]): raise ValueError("At least one of user_id, agent_id, or run_id must be provided") From 727af2e6fb7d59758b63779fea441d511eeab0aa Mon Sep 17 00:00:00 2001 From: Filipi Fuchter Date: Mon, 14 Jul 2025 17:38:03 -0300 Subject: [PATCH 62/69] Only create the EmulateUserStartedSpeakingFrame if we have received a transcription. --- CHANGELOG.md | 5 +++++ src/pipecat/processors/aggregators/llm_response.py | 6 +++++- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 04a8eca84..7c15476b8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -12,6 +12,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - For `LmntTTSService`, changed the default `model` to `blizzard`, LMNT's recommended model. +### Fixed + +- Fixed an issue where, in some edge cases, the `EmulateUserStartedSpeakingFrame` + could be created even if we didn't have a transcription. + ## [0.0.76] - 2025-07-11 ### Added diff --git a/src/pipecat/processors/aggregators/llm_response.py b/src/pipecat/processors/aggregators/llm_response.py index 8c9212ea0..568314f77 100644 --- a/src/pipecat/processors/aggregators/llm_response.py +++ b/src/pipecat/processors/aggregators/llm_response.py @@ -693,7 +693,11 @@ class LLMUserContextAggregator(LLMContextResponseAggregator): # to emulate VAD (i.e. user start/stopped speaking), but we do it only # if the bot is not speaking. If the bot is speaking and we really have # a short utterance we don't really want to interrupt the bot. - if not self._user_speaking and not self._waiting_for_aggregation: + if ( + not self._user_speaking + and not self._waiting_for_aggregation + and len(self._aggregation) > 0 + ): if self._bot_speaking: # If we reached this case and the bot is speaking, let's ignore # what the user said. From c969fdddb9689af01d23b8602612885a76ea427c Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 16 Jul 2025 09:47:34 +0200 Subject: [PATCH 63/69] Rename and simplify VAD finalization parameter usage --- src/pipecat/services/soniox/stt.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index ddf125256..cdc73a938 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -59,7 +59,6 @@ class SonioxInputParams(BaseModel): context: Customization for transcription. enable_non_final_tokens: Whether to enable non-final tokens. If false, only final tokens will be returned. max_non_final_tokens_duration_ms: Maximum duration of non-final tokens. - enable_endpoint_detection: Whether to enable endpoint detection. User will receive interim transcription until the endpoint is detected. client_reference_id: Client reference ID to use for transcription. """ @@ -74,8 +73,6 @@ class SonioxInputParams(BaseModel): enable_non_final_tokens: Optional[bool] = True max_non_final_tokens_duration_ms: Optional[int] = None - enable_endpoint_detection: Optional[bool] = True - client_reference_id: Optional[str] = None @@ -123,7 +120,7 @@ class SonioxSTTService(STTService): url: str = "wss://stt-rt.soniox.com/transcribe-websocket", sample_rate: Optional[int] = None, params: Optional[SonioxInputParams] = None, - enable_vad: bool = False, + vad_force_turn_endpoint: bool = False, **kwargs, ): """Initialize the Soniox STT service. @@ -134,7 +131,7 @@ class SonioxSTTService(STTService): sample_rate: Audio sample rate. params: Additional configuration parameters, such as language hints, context and speaker diarization. - enable_vad: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. + vad_force_turn_endpoint: Listen to `UserStoppedSpeakingFrame` to send finalize message to Soniox. If disabled, Soniox will detect the end of the speech. **kwargs: Additional arguments passed to the STTService. """ super().__init__(sample_rate=sample_rate, **kwargs) @@ -144,7 +141,7 @@ class SonioxSTTService(STTService): self._url = url self.set_model_name(params.model) self._params = params - self._enable_vad = enable_vad + self._vad_force_turn_endpoint = vad_force_turn_endpoint self._websocket = None self._final_transcription_buffer = [] @@ -168,13 +165,17 @@ class SonioxSTTService(STTService): if not self._websocket: logger.error(f"Unable to connect to Soniox API at {self._url}") + # If vad_force_turn_endpoint is not enabled, we need to enable endpoint detection. + # Either one or the other is required. + enable_endpoint_detection = not self._vad_force_turn_endpoint + # Send the initial configuration message. config = { "api_key": self._api_key, "model": self._model_name, "audio_format": self._params.audio_format, "num_channels": self._params.num_channels or 1, - "enable_endpoint_detection": self._params.enable_endpoint_detection, + "enable_endpoint_detection": enable_endpoint_detection, "sample_rate": self.sample_rate, "language_hints": _prepare_language_hints(self._params.language_hints), "context": self._params.context, @@ -263,7 +264,7 @@ class SonioxSTTService(STTService): """ await super().process_frame(frame, direction) - if isinstance(frame, UserStoppedSpeakingFrame) and self._enable_vad: + if isinstance(frame, UserStoppedSpeakingFrame) and self._vad_force_turn_endpoint: # Send finalize message to Soniox so we get the final tokens asap. if self._websocket and not self._websocket.closed: await self._websocket.send(FINALIZE_MESSAGE) From cb984237a7ef711a89d7de5fe7151822b12fbe70 Mon Sep 17 00:00:00 2001 From: Matej Marinko Date: Wed, 16 Jul 2025 16:54:28 +0200 Subject: [PATCH 64/69] Fix lint error --- src/pipecat/services/soniox/stt.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/pipecat/services/soniox/stt.py b/src/pipecat/services/soniox/stt.py index cdc73a938..f51653876 100644 --- a/src/pipecat/services/soniox/stt.py +++ b/src/pipecat/services/soniox/stt.py @@ -4,6 +4,8 @@ # SPDX-License-Identifier: BSD 2-Clause License # +"""Soniox speech-to-text service implementation.""" + import asyncio import json import time From 7cfd56699b260d343fd94e7ea8fe40dc3f1561c1 Mon Sep 17 00:00:00 2001 From: Paul Kompfner Date: Wed, 16 Jul 2025 16:07:53 -0400 Subject: [PATCH 65/69] Fixed an issue in `GoogleLLMContext` where it would inject the `system_message` as a "user" message into cases where it was not meant to; it was only meant to do that when there were no "regular" (non-function-call) messages in the context, to ensure that inference would run properly. --- CHANGELOG.md | 5 +++++ src/pipecat/services/google/llm.py | 6 +++--- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7c15476b8..e66f8c603 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -17,6 +17,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Fixed an issue where, in some edge cases, the `EmulateUserStartedSpeakingFrame` could be created even if we didn't have a transcription. +- Fixed an issue in `GoogleLLMContext` where it would inject the + `system_message` as a "user" message into cases where it was not meant to; + it was only meant to do that when there were no "regular" (non-function-call) + messages in the context, to ensure that inference would run properly. + ## [0.0.76] - 2025-07-11 ### Added diff --git a/src/pipecat/services/google/llm.py b/src/pipecat/services/google/llm.py index f0e74d2ce..54a7abb0d 100644 --- a/src/pipecat/services/google/llm.py +++ b/src/pipecat/services/google/llm.py @@ -627,9 +627,9 @@ class GoogleLLMContext(OpenAILLMContext): # Check if we only have function-related messages (no regular text) has_regular_messages = any( len(msg.parts) == 1 - and not getattr(msg.parts[0], "text", None) - and getattr(msg.parts[0], "function_call", None) - and getattr(msg.parts[0], "function_response", None) + and getattr(msg.parts[0], "text", None) + and not getattr(msg.parts[0], "function_call", None) + and not getattr(msg.parts[0], "function_response", None) for msg in self._messages ) From ed8f30ec71d2e7e753214e9e9594fbc061560a09 Mon Sep 17 00:00:00 2001 From: marcus-daily <111281783+marcus-daily@users.noreply.github.com> Date: Wed, 16 Jul 2025 12:13:25 +0100 Subject: [PATCH 66/69] Add support for running smart-turn-v2 locally --- examples/foundational/38b-smart-turn-local.py | 9 +- .../turn/smart_turn/local_smart_turn_v2.py | 190 ++++++++++++++++++ 2 files changed, 195 insertions(+), 4 deletions(-) create mode 100644 src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py diff --git a/examples/foundational/38b-smart-turn-local.py b/examples/foundational/38b-smart-turn-local.py index 08f21f875..66e223098 100644 --- a/examples/foundational/38b-smart-turn-local.py +++ b/examples/foundational/38b-smart-turn-local.py @@ -12,6 +12,7 @@ from loguru import logger from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams from pipecat.audio.turn.smart_turn.local_smart_turn import LocalSmartTurnAnalyzer +from pipecat.audio.turn.smart_turn.local_smart_turn_v2 import LocalSmartTurnAnalyzerV2 from pipecat.audio.vad.silero import SileroVADAnalyzer from pipecat.audio.vad.vad_analyzer import VADParams from pipecat.pipeline.pipeline import Pipeline @@ -37,7 +38,7 @@ load_dotenv(override=True) # # Hugging Face uses LFS to store large model files, including .mlpackage # git lfs install # # Clone the repo with the smart_turn_classifier.mlpackage -# git clone https://huggingface.co/pipecat-ai/smart-turn +# git clone https://huggingface.co/pipecat-ai/smart-turn-v2 # # Then set the env variable: # export LOCAL_SMART_TURN_MODEL_PATH=./smart-turn @@ -52,7 +53,7 @@ transport_params = { audio_in_enabled=True, audio_out_enabled=True, vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), - turn_analyzer=LocalSmartTurnAnalyzer( + turn_analyzer=LocalSmartTurnAnalyzerV2( smart_turn_model_path=smart_turn_model_path, params=SmartTurnParams() ), ), @@ -60,7 +61,7 @@ transport_params = { audio_in_enabled=True, audio_out_enabled=True, vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), - turn_analyzer=LocalSmartTurnAnalyzer( + turn_analyzer=LocalSmartTurnAnalyzerV2( smart_turn_model_path=smart_turn_model_path, params=SmartTurnParams() ), ), @@ -68,7 +69,7 @@ transport_params = { audio_in_enabled=True, audio_out_enabled=True, vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)), - turn_analyzer=LocalSmartTurnAnalyzer( + turn_analyzer=LocalSmartTurnAnalyzerV2( smart_turn_model_path=smart_turn_model_path, params=SmartTurnParams() ), ), diff --git a/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py b/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py new file mode 100644 index 000000000..07f28c901 --- /dev/null +++ b/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py @@ -0,0 +1,190 @@ +# +# Copyright (c) 2025, Daily +# +# SPDX-License-Identifier: BSD 2-Clause License +# + +"""Local PyTorch turn analyzer for on-device ML inference using the smart-turn-v2 model. + +This module provides a smart turn analyzer that uses PyTorch models for +local end-of-turn detection without requiring network connectivity. +""" + +from typing import Any, Dict + +import numpy as np +from loguru import logger + +from pipecat.audio.turn.smart_turn.base_smart_turn import BaseSmartTurn + +try: + import torch + from torch import nn + import torch.nn.functional as F + from transformers import Wav2Vec2PreTrainedModel, Wav2Vec2Model, Wav2Vec2Processor, Wav2Vec2Config +except ModuleNotFoundError as e: + logger.error(f"Exception: {e}") + logger.error( + "In order to use LocalSmartTurnAnalyzerV2, you need to `pip install pipecat-ai[local-smart-turn]`." + ) + raise Exception(f"Missing module: {e}") + + +class LocalSmartTurnAnalyzerV2(BaseSmartTurn): + """Local turn analyzer using the smart-turn-v2 PyTorch model. + + Provides end-of-turn detection using locally-stored PyTorch models, + enabling offline operation without network dependencies. Uses + Wav2Vec2 architecture for audio sequence classification. + """ + + def __init__(self, *, smart_turn_model_path: str, **kwargs): + """Initialize the local PyTorch smart-turn-v2 analyzer. + + Args: + smart_turn_model_path: Path to directory containing the PyTorch model + and feature extractor files. If empty, uses default HuggingFace model. + **kwargs: Additional arguments passed to BaseSmartTurn. + """ + super().__init__(**kwargs) + + if not smart_turn_model_path: + # Define the path to the pretrained model on Hugging Face + smart_turn_model_path = "pipecat-ai/smart-turn-v2" + + logger.debug("Loading Local Smart Turn v2 model...") + # Load the pretrained model for sequence classification + self._turn_model = Wav2Vec2ForEndpointing.from_pretrained( + smart_turn_model_path + ) + # Load the corresponding feature extractor for preprocessing audio + self._turn_processor = Wav2Vec2Processor.from_pretrained(smart_turn_model_path) + # Set device to GPU if available, else CPU + self._device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + # Move model to selected device and set it to evaluation mode + self._turn_model = self._turn_model.to(self._device) + self._turn_model.eval() + logger.debug("Loaded Local Smart Turn v2") + + async def _predict_endpoint(self, audio_array: np.ndarray) -> Dict[str, Any]: + """Predict end-of-turn using local PyTorch model.""" + inputs = self._turn_processor( + audio_array, + sampling_rate=16000, + padding="max_length", + truncation=True, + max_length=16000 * 16, # 16 seconds at 16kHz + return_attention_mask=True, + return_tensors="pt" + ) + + # Move inputs to device + inputs = {k: v.to(self._device) for k, v in inputs.items()} + + # Run inference + with torch.no_grad(): + outputs = self._turn_model(**inputs) + + # The model returns sigmoid probabilities directly in the logits field + probability = outputs["logits"][0].item() + + # Make prediction (1 for Complete, 0 for Incomplete) + prediction = 1 if probability > 0.5 else 0 + + return { + "prediction": prediction, + "probability": probability, + } + +class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): + def __init__(self, config: Wav2Vec2Config): + super().__init__(config) + self.wav2vec2 = Wav2Vec2Model(config) + + self.pool_attention = nn.Sequential( + nn.Linear(config.hidden_size, 256), + nn.Tanh(), + nn.Linear(256, 1) + ) + + self.classifier = nn.Sequential( + nn.Linear(config.hidden_size, 256), + nn.LayerNorm(256), + nn.GELU(), + nn.Dropout(0.1), + nn.Linear(256, 64), + nn.GELU(), + nn.Linear(64, 1) + ) + + for module in self.classifier: + if isinstance(module, nn.Linear): + module.weight.data.normal_(mean=0.0, std=0.1) + if module.bias is not None: + module.bias.data.zero_() + + for module in self.pool_attention: + if isinstance(module, nn.Linear): + module.weight.data.normal_(mean=0.0, std=0.1) + if module.bias is not None: + module.bias.data.zero_() + + def attention_pool(self, hidden_states, attention_mask): + # Calculate attention weights + attention_weights = self.pool_attention(hidden_states) + + if attention_mask is None: + raise ValueError("attention_mask must be provided for attention pooling") + + attention_weights = attention_weights + ( + (1.0 - attention_mask.unsqueeze(-1).to(attention_weights.dtype)) * -1e9 + ) + + attention_weights = F.softmax(attention_weights, dim=1) + + # Apply attention to hidden states + weighted_sum = torch.sum(hidden_states * attention_weights, dim=1) + + return weighted_sum + + def forward(self, input_values, attention_mask=None, labels=None): + outputs = self.wav2vec2(input_values, attention_mask=attention_mask) + hidden_states = outputs[0] + + # Create transformer padding mask + if attention_mask is not None: + input_length = attention_mask.size(1) + hidden_length = hidden_states.size(1) + ratio = input_length / hidden_length + indices = (torch.arange(hidden_length, device=attention_mask.device) * ratio).long() + attention_mask = attention_mask[:, indices] + attention_mask = attention_mask.bool() + else: + attention_mask = None + + pooled = self.attention_pool(hidden_states, attention_mask) + + logits = self.classifier(pooled) + + if torch.isnan(logits).any(): + raise ValueError("NaN values detected in logits") + + if labels is not None: + # Calculate positive sample weight based on batch statistics + pos_weight = ((labels == 0).sum() / (labels == 1).sum()).clamp(min=0.1, max=10.0) + loss_fct = nn.BCEWithLogitsLoss(pos_weight=pos_weight) + labels = labels.float() + loss = loss_fct(logits.view(-1), labels.view(-1)) + + # Add L2 regularization for classifier layers + l2_lambda = 0.01 + l2_reg = torch.tensor(0., device=logits.device) + for param in self.classifier.parameters(): + l2_reg += torch.norm(param) + loss += l2_lambda * l2_reg + + probs = torch.sigmoid(logits.detach()) + return {"loss": loss, "logits": probs} + + probs = torch.sigmoid(logits) + return {"logits": probs} \ No newline at end of file From b5d130122125d2d5f3d98668d27e4250794194e8 Mon Sep 17 00:00:00 2001 From: marcus-daily <111281783+marcus-daily@users.noreply.github.com> Date: Wed, 16 Jul 2025 12:35:36 +0100 Subject: [PATCH 67/69] Fix linter warnings --- .../turn/smart_turn/local_smart_turn_v2.py | 30 ++++++++++--------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py b/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py index 07f28c901..a2854a352 100644 --- a/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py +++ b/src/pipecat/audio/turn/smart_turn/local_smart_turn_v2.py @@ -19,9 +19,14 @@ from pipecat.audio.turn.smart_turn.base_smart_turn import BaseSmartTurn try: import torch - from torch import nn import torch.nn.functional as F - from transformers import Wav2Vec2PreTrainedModel, Wav2Vec2Model, Wav2Vec2Processor, Wav2Vec2Config + from torch import nn + from transformers import ( + Wav2Vec2Config, + Wav2Vec2Model, + Wav2Vec2PreTrainedModel, + Wav2Vec2Processor, + ) except ModuleNotFoundError as e: logger.error(f"Exception: {e}") logger.error( @@ -54,9 +59,7 @@ class LocalSmartTurnAnalyzerV2(BaseSmartTurn): logger.debug("Loading Local Smart Turn v2 model...") # Load the pretrained model for sequence classification - self._turn_model = Wav2Vec2ForEndpointing.from_pretrained( - smart_turn_model_path - ) + self._turn_model = _Wav2Vec2ForEndpointing.from_pretrained(smart_turn_model_path) # Load the corresponding feature extractor for preprocessing audio self._turn_processor = Wav2Vec2Processor.from_pretrained(smart_turn_model_path) # Set device to GPU if available, else CPU @@ -75,7 +78,7 @@ class LocalSmartTurnAnalyzerV2(BaseSmartTurn): truncation=True, max_length=16000 * 16, # 16 seconds at 16kHz return_attention_mask=True, - return_tensors="pt" + return_tensors="pt", ) # Move inputs to device @@ -96,15 +99,14 @@ class LocalSmartTurnAnalyzerV2(BaseSmartTurn): "probability": probability, } -class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): + +class _Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): def __init__(self, config: Wav2Vec2Config): super().__init__(config) self.wav2vec2 = Wav2Vec2Model(config) self.pool_attention = nn.Sequential( - nn.Linear(config.hidden_size, 256), - nn.Tanh(), - nn.Linear(256, 1) + nn.Linear(config.hidden_size, 256), nn.Tanh(), nn.Linear(256, 1) ) self.classifier = nn.Sequential( @@ -114,7 +116,7 @@ class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): nn.Dropout(0.1), nn.Linear(256, 64), nn.GELU(), - nn.Linear(64, 1) + nn.Linear(64, 1), ) for module in self.classifier: @@ -137,7 +139,7 @@ class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): raise ValueError("attention_mask must be provided for attention pooling") attention_weights = attention_weights + ( - (1.0 - attention_mask.unsqueeze(-1).to(attention_weights.dtype)) * -1e9 + (1.0 - attention_mask.unsqueeze(-1).to(attention_weights.dtype)) * -1e9 ) attention_weights = F.softmax(attention_weights, dim=1) @@ -178,7 +180,7 @@ class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): # Add L2 regularization for classifier layers l2_lambda = 0.01 - l2_reg = torch.tensor(0., device=logits.device) + l2_reg = torch.tensor(0.0, device=logits.device) for param in self.classifier.parameters(): l2_reg += torch.norm(param) loss += l2_lambda * l2_reg @@ -187,4 +189,4 @@ class Wav2Vec2ForEndpointing(Wav2Vec2PreTrainedModel): return {"loss": loss, "logits": probs} probs = torch.sigmoid(logits) - return {"logits": probs} \ No newline at end of file + return {"logits": probs} From 0bc2ea13f2b6dacae8995213aaec20b85c851496 Mon Sep 17 00:00:00 2001 From: marcus-daily <111281783+marcus-daily@users.noreply.github.com> Date: Wed, 16 Jul 2025 12:38:36 +0100 Subject: [PATCH 68/69] Updating changelog --- CHANGELOG.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7c15476b8..9aa77e3b2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ## [Unreleased] +### Added + +- Added `LocalSmartTurnAnalyzerV2`, which supports local on-device inference + with the new `smart-turn-v2` turn detection model. + ### Changed - For `LmntTTSService`, changed the default `model` to `blizzard`, LMNT's From d7d1b16dad988dc2f44f21d9703315071312a15f Mon Sep 17 00:00:00 2001 From: marcus-daily <111281783+marcus-daily@users.noreply.github.com> Date: Wed, 16 Jul 2025 12:40:05 +0100 Subject: [PATCH 69/69] Removing old import --- examples/foundational/38b-smart-turn-local.py | 1 - 1 file changed, 1 deletion(-) diff --git a/examples/foundational/38b-smart-turn-local.py b/examples/foundational/38b-smart-turn-local.py index 66e223098..7541603ba 100644 --- a/examples/foundational/38b-smart-turn-local.py +++ b/examples/foundational/38b-smart-turn-local.py @@ -11,7 +11,6 @@ from dotenv import load_dotenv from loguru import logger from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams -from pipecat.audio.turn.smart_turn.local_smart_turn import LocalSmartTurnAnalyzer from pipecat.audio.turn.smart_turn.local_smart_turn_v2 import LocalSmartTurnAnalyzerV2 from pipecat.audio.vad.silero import SileroVADAnalyzer from pipecat.audio.vad.vad_analyzer import VADParams